[
  {
    "slug": "rag-context-and-search",
    "name": "RAG, context, and search",
    "url": "https://ai.engineer/topics/rag-context-and-search",
    "description": null,
    "talkSlugs": [
      "1-ai-guardrails-the-unreasonable-effectiveness-of-finetuned-modernberts-diego-carpentero",
      "12-factor-agents",
      "120k-players-in-a-week-lessons-from-the-first-viral-clip-app",
      "2026-the-year-the-ide-died",
      "360brew-llm-based-personalized-ranking-and-recommendation-hamed-firooz-and-maziar-sanjabi-linked",
      "a-practical-guide-to-efficient-ai",
      "a-practitioner-s-guide-to-graphs-tim-ainge-good-collective",
      "a-song-of-types-and-agents",
      "accelerate-your-ai-journey-with-azure-ai-model-catalog",
      "active-graph-agent-runtime-babyagi-4",
      "agent-evals-finally-with-the-map",
      "agent-skills",
      "agentic-graphrag-ai-s-logical-edge",
      "agentic-graphrag-simplifying-retrieval-across-structured-unstructured-data-zach-blumenfeld",
      "agentic-search-for-context-engineering",
      "agentic-security-permissions-provenance-and-the-agent-supply-chain",
      "agents-are-built-at-the-fringe-getting-from-90-to-100",
      "agents-are-robots-too-what-self-driving-taught-me-about-building-agents-jesse-hu-abundant",
      "agents-building-agents",
      "agents-in-production-how-opengov-built-and-scaled-og-assist",
      "agents-need-feature-flags",
      "agents-need-receipts-not-more-tool-calls",
      "agents-reported-thousands-of-bugs-how-many-were-real-ian-butler-and-nick-gregory",
      "ai-agents-for-performance-ship-faster-pay-less",
      "ai-agents-meet-test-driven-development",
      "ai-driven-multi-document-correlation-for-enterprise-financial-compliance-and-fraud-detection",
      "ai-engineering-201-inference",
      "ai-engineering-201-the-rest-of-the-owl",
      "ai-engineering-with-the-google-gemini-2-5-model-family",
      "ai-music-generation-from-prompt-to-production",
      "ai-on-your-lakehouse-context-comes-in-shapes-not-queries",
      "ai-pipelines-and-agents-in-pure-typescript-with-mastra-ai",
      "ai-red-teaming-agent-azure-ai-foundry-nagkumar-arkalgud-keiji-kanazawa-microsoft",
      "ai-sdk-v6",
      "ai-system-design-from-idea-to-production",
      "ai-tools-for-forward-deployed-engineering",
      "alphalab-autonomous-multi-agent-research-across-optimization-domains-with-frontier-llms-brendan",
      "amp-code-next-generation-ai-coding",
      "analyzing-10-000-sales-calls-with-ai-in-2-weeks",
      "anchoring-enterprise-genai-with-knowledge-graphs",
      "anthropic-s-cca-exam-as-a-field-guide-for-agentic-engineering",
      "any-to-any-building-native-multimodal-agents",
      "architecting-agent-memory-principles-patterns-and-best-practices",
      "architecting-and-testing-controllable-agents",
      "are-mcps-overhyped-a-rant-about-mcps",
      "automating-escrow-with-usdc-and-ai",
      "autonomous-agents-for-scientific-tasks-sina-shahandeh-radicait",
      "benchmarking-semantic-code-retrieval-on-claude-code",
      "benchmarks-the-good-the-bad-and-the-ugly",
      "beyond-apis-how-ai-web-agents-are-automating-the-long-tail-of-knowledge-work",
      "beyond-conversation-why-documents-transform-natural-language-into-code",
      "beyond-static-intelligence-evaluating-continual-learning",
      "blender-mcp-and-the-future-of-creative-tools-siddharth-ahuja",
      "books-reimagined-ai-to-create-new-experiences-for-things-you-know-ukasz-gandecki-thebrain-pro",
      "botdojo-launch-enhancing-ai-assistants-with-evaluations-and-synthetic-data",
      "bounded-autonomy-between-free-will-and-determinism",
      "break-it-til-you-make-it-building-the-self-improving-stack-for-ai-agents",
      "build-a-prompt-learning-loop",
      "build-deploy-ai-powered-apps",
      "build-deploy-ai-powered-apps-18cc1b",
      "build-dynamic-products-and-stop-the-ai-sideshow",
      "build-enterprise-generative-ai-apps-using-llama-3-at-1-000-tokens-s-on-the-sambanova-ai-platform",
      "build-systems-not-code",
      "build-the-ai-gtm-agent-that-knows-the-buyer-before-the-first-message",
      "build-your-first-demand-driven-context-base-let-ai-agents-tell-you-what-they-need",
      "build-your-own-deep-research-agent-technical-writer",
      "building-a-smarter-ai-agent-with-neural-rag",
      "building-agent-interfaces-lessons-from-chrome-devtools-mcp-for-agents",
      "building-agentic-applications-with-heroku-managed-inference-and-agents-julian-duque-and-anush-ds",
      "building-agents-is-trivial-now-context-is-the-next-frontier",
      "building-agents-with-mcp",
      "building-ai-agents-that-actually-automate-knowledge-work",
      "building-alice-s-brain-an-ai-sales-rep-that-learns-like-a-human-sherwood-satwik-11x",
      "building-an-agentic-platform",
      "building-an-ai-assistant-that-makes-phone-calls",
      "building-blocks-for-llm-systems-products",
      "building-context-aware-reasoning-applications-with-langchain-and-langsmith",
      "building-conversational-ai-agents-thor-schaeff-elevenlabs",
      "building-deterministic-infrastructure-for-non-deterministic-ai-agents",
      "building-durable-production-ready-agents-with-openai-sdk-and-temporal",
      "building-efficient-hybrid-context-query-for-llm-grounding",
      "building-enterprise-llm-agents-that-work",
      "building-great-agent-skills",
      "building-in-the-gemini-era-kat-kampf-ammaar-reshi-google-deepmind",
      "building-interactive-uis-in-vs-code-with-mcp-apps-marlene-mhangami-liam-hampton-github",
      "building-metrics-that-actually-work-david-karam-pi-labs",
      "building-multi-agent-systems-with-finite-state-machines",
      "building-multimodal-ai-agents-from-scratch",
      "building-reactive-ai-apps",
      "building-redacted-username-gergely-orosz-simon-eskildsen",
      "building-reliable-agentic-systems",
      "building-reliable-support-agents-using-the-effect-typescript-library-michael-fester",
      "building-security-around-ml",
      "building-self-coding-agents",
      "building-sota-open-weights-tool-use-the-command-r-family",
      "building-the-platform-for-agent-coordination",
      "building-trust-in-enterprise-ai-evaluating-domain-specific-llms-for-real-world-financial-scenari",
      "building-voice-agents-with-openai",
      "building-with-anthropic-s-claude-the-prompt-doctor-is-in",
      "building-your-own-secure-ai-workflows-human-in-the-loop-automation-with-n8n",
      "buy-now-maybe-pay-later-dealing-with-prompt-tax-while-staying-at-the-frontier-andrew-thompson",
      "bypassing-the-multimodal-tax-framework-free-hybrid-rag-raw-sql-rrf-and-live-ui-telemetry",
      "can-oncology-workflows-run-without-human-touch-anant-shankhdhar-risa-labs",
      "case-study-deep-dive-telemedicine-support-agents-with-langgraph-mcp",
      "citation-needed-provenance-for-llm-built-knowledge-graphs",
      "claude-agent-sdk-workshop",
      "claude-fable-claude-tag-and-anthropic-s-culture-cat-wu-thariq-shihipar-ft-simon-willison",
      "claude-for-long-horizon-tasks",
      "claude-plays-minecraft-introducing-a-real-world-serverless-ai-to-a-virtual-world",
      "cognitive-shield-real-time-real-smart-rachna-srivastava",
      "cohere-for-vps-of-ai",
      "combine-skills-and-mcp-to-close-the-context-gap",
      "compilers-in-the-age-of-llms",
      "compute-system-design-for-next-generation-frontier-models",
      "connecting-the-dots-with-context-graphs",
      "context-engineering-connecting-the-dots-with-graphs-stephen-chin-neo4j",
      "context-engineering-for-complex-codebases",
      "context-engineering-in-2026-compaction-memory-cost",
      "context-graphs-for-explainable-decision-aware-ai-agents",
      "context-is-the-new-code",
      "context-platform-engineering-to-reduce-token-anxiety-val-bercovici-and-callan-fox-weka",
      "convex-launch",
      "crabrag-why-automated-assistants-need-graph-memory-not-more-tokens",
      "creating-agents-that-co-create",
      "creating-and-scaling-your-own-custom-copilots-with-azure-ai-studio",
      "customized-production-ready-inference-with-open-source-models-dmytro-dima-dzhulgakov",
      "data-is-your-differentiator-building-secure-and-tailored-ai-systems",
      "data-readiness-is-a-myth-reliable-ai-with-an-agentic-semantic-layer-anushrut-gupta-promptql",
      "decoding-mistral-ai-s-large-language-models",
      "deepswe-a-contamination-resistant-coding-benchmark-james-shi-datacurve",
      "designing-ai-intensive-applications",
      "develop-at-idea-velocity",
      "developer-experience-in-the-age-of-ai-coding-agents",
      "devin-2-0-and-the-future-of-swe",
      "dispatch-from-the-future-building-an-ai-native-company-dan-shipper-every-ai-i",
      "does-genai-belong-to-data-scientists",
      "domain-adaptation-and-fine-tuning-for-domain-specific-llms",
      "don-t-build-slop-4-levels-of-ai-agent-maturity",
      "don-t-just-slap-on-a-chatbot-building-ai-that-works-before-you-ask",
      "don-t-ship-skills-without-evals",
      "dspy-the-end-of-prompt-engineering",
      "effective-agent-design-patterns-in-production",
      "effective-ai-agents-need-data-flywheels-not-the-next-biggest-llm-sylendran-arunagiri-nvidia",
      "embeddings-are-stunting-agents-how-codeium-breaks-through-the-ceiling-for-retrieval",
      "engineering-better-evals-scalable-llm-evaluation-pipelines-that-work",
      "ensure-ai-agents-work-evaluation-frameworks-for-scaling-success",
      "enterprise-agents-have-a-structure-problem-ishita-daga-tesla",
      "enterprise-deep-research-the-next-killer-app-for-enterprise-ai-ofer-mendelevitch-vectara",
      "evals-are-not-unit-tests",
      "evals-driven-development-engineering-a-mental-health-ai-coach-ethically-safely",
      "evals-workshop-mastering-ai-evaluation-from-playground-to-production",
      "evaluating-ai-search-a-practical-framework-for-augmented-ai-systems",
      "every-company-should-have-a-brain-garry-tan-y-combinator",
      "every-harness-will-become-a-claw",
      "everything-i-learned-training-frontier-small-models",
      "evolving-claude-apis-for-agents",
      "eyelevel-launch-your-rag-is-tripping-here-s-the-real-reason-why",
      "fast-models-need-slow-developers",
      "feedback-loops-are-all-you-need",
      "fighting-slop-with-slop",
      "first-steps-toward-automated-ai-research",
      "five-hard-earned-lessons-about-evals",
      "forget-rag-pipelines-build-production-ready-ai-agents-in-15-minutes",
      "form-factors-for-your-new-ai-coworkers",
      "forward-deployed-engineering-101",
      "from-agent-traces-to-agent-simulations-rustem-feyzkhanov-snorkel-ai",
      "from-arc-to-dia-lessons-learned-in-building-ai-browser",
      "from-copilot-to-colleague-building-trustworthy-productivity-agents-for-high-stakes-work",
      "from-software-developer-to-ai-engineer",
      "from-systems-of-record-to-systems-of-context",
      "from-writing-code-to-designing-systems-how-the-developer-role-is-changing-chris-noring-microsoft",
      "frontier-ai-at-home-literally",
      "frontier-results-on-device-rl-nabors-arize",
      "full-workshop-setting-yourself-up-for-success-jason-liu-openai-codex",
      "fun-stories-from-building-openrouter-and-where-all-this-is-going",
      "function-calling-is-all-you-need",
      "future-of-knowledge-assistants",
      "gemini-nano-on-device-florina-muntenescu-oli-gaymond-google-deepmind",
      "gemma-4-deep-dive-cassidy-hardin-google-deepmind",
      "git-push-get-an-ai-api",
      "giving-a-voice-to-ai-agents",
      "going-beyond-rag-extended-mind-transformers",
      "gpt-web-app-generator-10-000-apps-created-in-a-month-matija-sosic",
      "graph-intelligence-enhance-reasoning-and-retrieval-using-graph-analytics",
      "graphrag",
      "graphrag-methods-to-create-optimized-llm-context-windows-for-retrieval-jonathan-larson-microsoft",
      "guardrails-first-engineering-member-facing-health-ai",
      "guide-verify-solve-the-engineering-discipline-agentic-development-demands",
      "harness-engineering",
      "harnessing-the-power-of-llms-locally",
      "hasura-launch-realtime-data-connectivity-for-ai",
      "healthcare-s-agent-bytecode-x12-as-the-harness-for-ai-agents",
      "how-agent-o11y-differs-from-traditional-o11y",
      "how-blackrock-builds-custom-knowledge-apps-at-scale",
      "how-claude-code-works",
      "how-deep-research-works",
      "how-google-deepmind-is-researching-the-next-frontier-of-ai-for-gemini-raia-hadsell-vp-of-researc",
      "how-i-automate-my-own-job-at-hugging-face-using-agents",
      "how-instacart-transformed-its-search-and-discovery-using-an-llm-driven-approach",
      "how-intuit-uses-llms-to-explain-taxes-to-millions-of-taxpayers",
      "how-juries-and-librarians-can-solve-gtm-s-ai-trust-problem",
      "how-kepler-built-verifiable-ai-for-financial-services",
      "how-llms-work-for-web-devs-gpt-in-600-lines-of-vanilla-js",
      "how-to-build-agents-that-run-for-hours-without-losing-the-plot",
      "how-to-build-ai-agents-that-actually-work",
      "how-to-build-an-ai-strategy-that-fails",
      "how-to-build-enterprise-aware-agents",
      "how-to-build-trustworthy-ai",
      "how-to-build-world-class-ai-products-sarah-sachs-notion-and-carlos-esteban-braintrust",
      "how-to-construct-domain-specific-llm-evaluation-systems",
      "how-to-defend-your-sites-from-ai-bots",
      "how-to-improve-your-agents-academic-lit-review",
      "how-to-improve-your-vibe-coding-ian-butler",
      "how-to-look-at-your-data-what-to-look-for-how-to-measure",
      "how-we-hacked-yc-spring-2025-batch-s-ai-agents",
      "how-we-scaled-500m-ai-agents-in-production-with-2-engineers",
      "how-we-solved-context-management-in-agents-sally-ann-delucia",
      "how-we-taught-agents-to-use-good-retrieval-hanna-lichtenberg-mixedbread-ai",
      "how-web-data-infrastructure-powers-the-next-generation-of-ai",
      "html-is-all-you-need-for-agents-to-make-graphics",
      "human-seeded-evals-samuel-colvin-pydantic",
      "hybridrag-a-fusion-of-graph-and-vector-retrieval-to-enhance-data-interpretation",
      "hypermode-launch",
      "hyperspace-more-nodes-is-all-you-need",
      "i-gave-an-ai-agent-the-keys-to-my-life-here-s-what-happened",
      "i-run-a-fleet-of-ai-agents-across-three-machines-here-s-what-broke",
      "i-ve-never-seen-anything-scarier-than-an-llm-with-tool-calls-erik-meijer-aka-headinthebox",
      "improving-agents-is-a-data-mining-problem",
      "information-retrieval-from-the-ground-up",
      "infra-that-fixes-itself-thanks-to-coding-agents-mahmoud-abdelwahab-railway",
      "insights-from-snorkel-ai-running-azure-ai-infrastructure",
      "intelligence-continual-learning-expertise",
      "intro-to-graphrag",
      "introducing-strands-agents-an-open-source-ai-agents-sdk",
      "iterating-on-llm-apps-at-scale-learnings-from-discord",
      "judge-the-judge-building-llm-evaluators-that-actually-work-with-gepa-mahmoud-mabrouk-agenta-ai",
      "judging-llms",
      "just-do-it-let-your-tools-think-for-themselves-robert-chandler",
      "keynote-why-people-think-agent-is-a-buzzword-but-it-isn-t",
      "knowledge-graphs-graphrag-techniques-for-building-effective-genai-applications",
      "knowledge-graphs-in-litigation-agents-tom-smoker-whyhow-ai",
      "layering-every-technique-in-rag-one-query-at-a-time",
      "learned-execution-graphs-for-anomaly-detection-drift-in-apis-ritvik-pandya-jp-morgan-chase",
      "lessons-from-building-genai-based-applications-juan-peredo",
      "lessons-from-building-linkedin-s-genai-platform",
      "lessons-from-studying-every-memory-system",
      "let-s-build-an-agent-from-scratch-kam-lasater",
      "let-s-integrate-ai-agents-in-event-sourced-systems",
      "llama-3-at-1-redacted-password-000-tok-s-on-the-sambanova-ai-platform",
      "llm-codegen-fails-and-how-to-stop-em",
      "llm-evals-that-work-irl",
      "llm-knowledge-bases-a-practical-guide",
      "llm-observability-evaluation-experimentation-platform-dat-ngo-arize-ai",
      "llm-pelican-benchmark",
      "llm-safeguards-security-privacy-compliance-anti-hallucination",
      "llm-scientific-reasoning-how-to-make-ai-capable-of-nobel-prize-discoveries",
      "low-level-technicals-of-llms",
      "luminal-search-based-deep-learning-compilers-joe-fioti",
      "making-open-models-10x-faster-and-better-for-modern-application-innovation",
      "mastering-engineering-flow-with-windsurf",
      "maximize-gpu-efficiency-with-continuous-profiling-for-gpus",
      "mcp-agent-fine-tuning-workshop-ronan-mcgovern",
      "mcp-apps-primitives-discovery-and-the-future-of-software",
      "mcp-is-all-you-need",
      "medic-for-apache-spark-first-aid-for-failing-jobs-drasko-profirovic-pinterest",
      "memory-harnesses-for-long-running-research-agents",
      "memory-masterclass-make-your-ai-agents-remember-what-they-do-mark-bain-aius",
      "mentoring-the-machine",
      "mergeable-by-default-building-the-context-engine-to-save-time-and-tokens",
      "mind-the-gap-in-your-agent-observability",
      "minimax-m2",
      "model-maxxing-rft-dpo-sft-fine-tuning-with-openai-ilan-bigio-openai",
      "multi-agent-ai-and-network-knowledge-graphs-for-change-management-and-network-testing",
      "my-ai-thinks-i-m-eating-my-feelings-and-other-nutritional-insights",
      "navigating-challenges-and-technical-debt-in-llms-deployment",
      "navigating-rag-optimization-with-an-evaluation-driven-compass",
      "new-york-times-connections-a-case-study-on-nlp-in-word-games",
      "no-code-fine-tuning-mark-hennings",
      "no-more-bad-outputs-with-structured-generation",
      "on-ai-and-knowledge",
      "on-curiosity-sharif-shameem-lexica",
      "on-engineering-ai-systems-that-endure-the-bitter-lesson",
      "one-developer-two-dozen-agents-zero-alignment-why-we-need-collaborative-ai-engineering",
      "one-model-to-rule-recommendations-netflix-s-big-bet",
      "ontologies-for-agentic-systems",
      "open-challenges-for-ai-engineering",
      "open-questions-for-ai-engineering",
      "open-rag-eval-rag-evaluation-without-golden-answers",
      "open-source-is-dead-long-live-open-source",
      "openai-for-vps-of-ai",
      "openclaw-in-your-hand-building-a-physical-ai-terminal-for-local-llm-agents",
      "openllmetry-is-all-you-need",
      "openrag-an-open-source-stack-for-rag-phil-nash",
      "optimizing-llms-in-insurance-with-dspy-beyond-manual-tuning",
      "paperclip-open-source-human-control-plane-for-ai-labor-dotta",
      "perception-agents-antje-barth-amazon-agi-lab",
      "perceptual-evaluations-evals-for-aesthetics-diego-rodriguez-krea-ai",
      "persona-engineering-a-field-guide-to-ai-synthetic-personas-ishan-anand-insightsciences-ai",
      "personalization-in-the-era-of-llms",
      "pipecat-cloud-enterprise-voice-agents-built-on-open-source",
      "playground-in-prod-optimising-agents-in-production-environments",
      "poc-to-prod-hard-lessons-from-200-enterprise-genai-deployments",
      "practical-graphrag-making-llms-smarter-with-knowledge-graphs",
      "practical-tactics-to-build-reliable-ai-apps-dmitry-kuchin-multinear",
      "pragmatic-ai-with-typechat",
      "production-rag-agents",
      "production-ready-rag",
      "prompt-engineering-ai-red-teaming",
      "prompt-engineering-is-dead",
      "prompt-engineering-tactics",
      "pydantic-is-still-all-you-need",
      "rag-and-the-mongodb-document-model",
      "rag-at-scale-production-ready-genai-apps-with-azure-ai-search",
      "rag-evaluation-is-broken-here-s-why-and-how-to-fix-it",
      "rag-for-vps-of-ai",
      "rag-in-2025-state-of-the-art-and-the-road-forward",
      "rag-is-dead-right-kuba-rogut-redacted-username",
      "ralph-loops-build-dumb-ai-loops-that-ship",
      "real-ai-agents-need-planning-not-just-prompting",
      "real-roi-lessons-from-enterprises-that-have-already-succeeded-with-llms-redacted-username-scale",
      "realtime-multiplayer-automation-and-you",
      "recsys-keynote-improving-recommendation-systems-search-in-the-age-of-llms",
      "recursive-coding-agents",
      "reinforcement-learning-without-verifiable-rewards-will-brown-prime-intellect",
      "replacing-12k-loc-with-a-200-loc-skill",
      "research-to-reality-bringing-frontier-ml-research-to-production",
      "retrieval-augmented-generation-in-the-wild",
      "rlm-recursive-language-models-for-large-codebases",
      "road-to-5-million-tokens-breaking-barriers-in-long-context-training-max-ryabinin-together-ai",
      "running-ai-application-in-minutes-quick-start-with-ai-templates",
      "running-llms-locally-practical-llm-performance-on-dgx-spark-mozhgan-kabiri-chimeh-nvidia",
      "safety-and-security-for-code-executing-agents",
      "scaffold-wisely",
      "scaling-ai-agents-without-breaking-reliability",
      "scaling-compute-on-context",
      "scaling-enterprise-grade-rag-systems-lessons-from-the-legal-frontier",
      "scaling-github-for-your-agents-sam-morrow-github",
      "securing-agents-with-open-standards",
      "security-firewall-for-agents",
      "self-driving-products-product-signals-to-pull-requests",
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      "stop-guessing-build-robust-ai-with-layered-cot",
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      "the-unbearable-lightness-of-agent-optimization",
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      "the-unreasonable-effectiveness-of-separating-the-task-from-the-model",
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      "why-senior-engineers-struggle-to-build-ai-agents",
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      "why-the-best-ai-agents-are-built-without-frameworks-primitives-over-frameworks",
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      "why-your-agent-disagrees-with-itself-and-what-to-do-about-it",
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      "why-your-agents-need-decision-traces-not-just-documents-zach-blumenfeld-neo4j",
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      "writing-principles-for-task-tuned-prompt-engineering",
      "wtf-is-the-context-layer-the-missing-infrastructure-for-production-agents",
      "your-agent-evolved-your-evals-didn-t",
      "your-agent-is-wasting-tokens-and-you-don-t-know-it",
      "your-agent-s-biggest-lie-i-searched-the-web",
      "your-coding-agent-just-got-cloned-and-your-brain-isn-t-ready",
      "your-coding-agent-should-do-ai-system-engineering",
      "your-fine-tuned-model-is-tech-debt-a-50x-roi-house-of-cards",
      "your-insecure-mcp-server-won-t-survive-production-tun-shwe-lenses",
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      "your-llm-ran-out-of-knowledge-now-what",
      "your-mcp-server-is-bad-and-you-should-feel-bad",
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      "z-ai-glm-4-6-what-we-learned-from-100-million-open-source-downloads-yuxuan-zhang-z-ai"
    ]
  },
  {
    "slug": "coding-and-developer-tools",
    "name": "Coding and developer tools",
    "url": "https://ai.engineer/topics/coding-and-developer-tools",
    "description": null,
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      "120k-players-in-a-week-lessons-from-the-first-viral-clip-app",
      "2026-the-year-the-ide-died",
      "3-ingredients-for-building-reliable-enterprise-agents",
      "6-things-to-know-about-aie-world-s-fair-2026",
      "a-genius-with-amnesia",
      "a-piece-of-pi-embedding-the-openclaw-coding-agent-in-your-product",
      "a-song-of-types-and-agents",
      "a-taxonomy-for-next-generation-reasoning-models",
      "agent-reinforcement-fine-tuning",
      "agentcraft-putting-the-orc-in-agent-orchestration",
      "agentic-development-security",
      "agentic-engineering-working-with-ai-not-just-using-it-brendan-o-leary",
      "agentic-excellence-mastering-evaluation-of-ai-agents-with-azure-ai-evaluation-sdk",
      "agentic-sdlc-at-uber-building-blocks-for-uber-s-software-factory",
      "agentic-search-for-context-engineering",
      "agentic-security-permissions-provenance-and-the-agent-supply-chain",
      "agents-are-built-at-the-fringe-getting-from-90-to-100",
      "agents-don-t-do-standups-building-the-post-engineer-engineering-org",
      "agents-for-everything-else-swyx",
      "agents-in-production-how-opengov-built-and-scaled-og-assist",
      "agents-need-more-than-a-chat",
      "agents-reported-thousands-of-bugs-how-many-were-real-ian-butler-and-nick-gregory",
      "agi-the-path-forward",
      "ai-agents-for-performance-ship-faster-pay-less",
      "ai-agents-meet-test-driven-development",
      "ai-and-human-whiteboarding-partnership",
      "ai-changes-nothing-dax-raad-opencode",
      "ai-coding-workflow",
      "ai-developer-productivity",
      "ai-didn-t-kill-the-web-it-moved-in-olivier-leplus-aws-yohan-lasorsa-microsoft",
      "ai-engineering-101",
      "ai-engineering-without-borders",
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      "ai-pipelines-and-agents-in-pure-typescript-with-mastra-ai",
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      "ai-sdk-v6",
      "always-on-agents-run-production-without-the-on-call-tax",
      "amazon-agi",
      "amp-code-next-generation-ai-coding",
      "anthropic-for-vps-of-ai",
      "anthropic-s-cca-exam-as-a-field-guide-for-agentic-engineering",
      "are-mcps-overhyped-a-rant-about-mcps",
      "arrakis-how-to-build-an-ai-sandbox-from-scratch",
      "automating-large-scale-refactors-with-parallel-agents",
      "backlog-md-terminal-kanban-board-for-managing-tasks-with-ai-agents-alex-gavrilescu-funstage",
      "benchmarking-coding-agents-on-new-vs-legacy-codebases-denys-linkov-wisedocs",
      "benchmarking-semantic-code-retrieval-on-claude-code",
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      "best-practices-for-evaluating-large-language-model-applications-with-llmeval-niklas-nielsen",
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      "build-enterprise-generative-ai-apps-using-llama-3-at-1-000-tokens-s-on-the-sambanova-ai-platform",
      "build-systems-not-code",
      "build-your-first-demand-driven-context-base-let-ai-agents-tell-you-what-they-need",
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      "building-agents-is-trivial-now-context-is-the-next-frontier",
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      "building-context-aware-reasoning-applications-with-langchain-and-langsmith",
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      "building-metrics-that-actually-work-david-karam-pi-labs",
      "building-multimodal-ai-agents-from-scratch",
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      "building-redacted-username-gergely-orosz-simon-eskildsen",
      "building-reliable-agentic-systems",
      "building-reliable-support-agents-using-the-effect-typescript-library-michael-fester",
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      "building-self-coding-agents",
      "building-your-own-software-factory",
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      "challenges-in-high-performance-robotics-systems",
      "ci-cd-is-dead-agents-need-continuous-compute-and-computers-hugo-santos-and-madison-faulkner",
      "ci-in-the-era-of-ai-from-unit-tests-to-stochastic-evals",
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      "codex-and-subagents",
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      "coding-evals-from-code-snippets-to-codebases-naman-jain-cursor",
      "cognitive-exhaust-fumes-or-read-only-ai-is-underrated-simon-podhajsky-head-of-ai-waypoint",
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      "data-and-environment-curation-for-post-training-llms",
      "decoding-mistral-ai-s-large-language-models",
      "deepswe-a-contamination-resistant-coding-benchmark-james-shi-datacurve",
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      "don-t-ship-skills-without-evals",
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      "emulated-the-data-for-fully-autonomous-software-engineers-and-companies",
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      "how-agents-will-unlock-the-500b-promise-of-ai",
      "how-building-with-ai-can-double-the-throughput-of-your-engineering-team",
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      "how-llms-work-for-web-devs-gpt-in-600-lines-of-vanilla-js",
      "how-lovable-self-improves-every-hour",
      "how-to-add-secure-code-interpreting-in-your-ai-app",
      "how-to-build-agents-that-run-for-hours-without-losing-the-plot",
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      "how-to-build-trustworthy-ai",
      "how-to-improve-your-vibe-coding-ian-butler",
      "how-to-kill-the-code-review",
      "how-to-quantify-ai-roi-in-software-engineering-stanford-study-120k-devs",
      "how-to-run-evals-at-scale-thinking-beyond-accuracy-or-similarity",
      "how-to-talk-to-statues-joe-reeve-elevenlabs",
      "how-we-built-zeta2-training-an-edit-prediction-model-in-production-ben-kunkle-zed",
      "how-we-solved-context-management-in-agents-sally-ann-delucia",
      "how-zapier-builds-ai-products-and-features-with-the-help-of-braintrust",
      "human-seeded-evals-samuel-colvin-pydantic",
      "hyperspace-more-nodes-is-all-you-need",
      "i-run-a-fleet-of-ai-agents-across-three-machines-here-s-what-broke",
      "in-the-land-of-ai-agents-the-verifiers-are-king",
      "infinite-software-crisis",
      "intelligence-continual-learning-expertise",
      "intro-to-graphrag",
      "keynote-the-ai-developer-experience-doesn-t-have-to-suck-why-and-how-we-built-modal",
      "keynote-why-people-think-agent-is-a-buzzword-but-it-isn-t",
      "lawrence-jones-fighting-ai-with-ai",
      "leadership-in-ai-assisted-engineering",
      "lessons-from-building-genai-based-applications-juan-peredo",
      "lessons-from-building-linkedin-s-genai-platform",
      "let-s-talk-about-fomat-fear-of-missing-agent-time",
      "llm-codegen-fails-and-how-to-stop-em",
      "llm-knowledge-bases-a-practical-guide",
      "llm-observability-evaluation-experimentation-platform-dat-ngo-arize-ai",
      "llm-safeguards-security-privacy-compliance-anti-hallucination",
      "llms-for-the-working-programmer-become-a-10x-programming-centaur-today",
      "long-tasks-and-experienced-open-source-dev-productivity",
      "loop-engineering-from-first-principles",
      "low-level-technicals-of-llms",
      "luminal-search-based-deep-learning-compilers-joe-fioti",
      "make-your-own-event-sourced-agent-harness-using-stream-processors",
      "making-codebases-agent-ready",
      "mastering-engineering-flow-with-windsurf",
      "mcp-mega-context-problem-matt-carey",
      "mcps-are-boring-or-why-we-are-losing-the-sparkle-of-llms",
      "mentoring-the-machine",
      "mergeable-by-default-building-the-context-engine-to-save-time-and-tokens",
      "model-maxxing-rft-dpo-sft-fine-tuning-with-openai-ilan-bigio-openai",
      "most-enterprise-agentic-projects-are-doomed-here-s-why",
      "move-fast-break-nothing",
      "moving-away-from-agile-what-s-next",
      "multi-model-multimodal-and-multi-agent-innovations-in-azure-ai",
      "multiplayer-agentic-engineering-enabling-your-whole-team-and-your-best-agents-to-work-together",
      "no-code-fine-tuning-mark-hennings",
      "no-more-slop-swyx",
      "on-ai-and-knowledge",
      "on-engineering-ai-systems-that-endure-the-bitter-lesson",
      "one-developer-two-dozen-agents-zero-alignment-why-we-need-collaborative-ai-engineering",
      "one-login-to-rule-them-all-cross-app-access-for-mcp",
      "open-challenges-for-ai-engineering",
      "open-questions-for-ai-engineering",
      "open-source-is-dead-long-live-open-source",
      "openclaw-in-your-hand-building-a-physical-ai-terminal-for-local-llm-agents",
      "optimizing-llms-in-insurance-with-dspy-beyond-manual-tuning",
      "paperclip-open-source-human-control-plane-for-ai-labor-dotta",
      "perception-agents-antje-barth-amazon-agi-lab",
      "pi-coding-agent",
      "piloting-agents-in-github-copilot",
      "pragmatic-ai-with-typechat",
      "proactive-agents",
      "production-multi-agent-architecture",
      "production-software-keeps-breaking-and-it-will-only-get-worse-here-s-how-traversal-is-fixing-it",
      "pruning-agent-skills",
      "rag-in-2025-state-of-the-art-and-the-road-forward",
      "rag-is-dead-right-kuba-rogut-redacted-username",
      "ralph-loops-build-dumb-ai-loops-that-ship",
      "real-roi-lessons-from-enterprises-that-have-already-succeeded-with-llms-redacted-username-scale",
      "real-world-development-with-github-copilot-and-vs-code-harald-kirschner-christopher-harrison",
      "real-world-mcps-in-github-copilot-agent-mode",
      "realtime-multiplayer-automation-and-you",
      "recursive-coding-agents",
      "recursive-model-improvement",
      "reinforcement-learning-without-verifiable-rewards-will-brown-prime-intellect",
      "remobi-app-don-t-change-your-terminal-workflow-for-mobile",
      "replacing-12k-loc-with-a-200-loc-skill",
      "research-to-reality-bringing-frontier-ml-research-to-production",
      "research-to-reality-with-google-deepmind",
      "respect-the-process",
      "reverse-engineering-a-viking-voip-phone-protocol-with-claude-code-boris-starkov-elevenlabs",
      "rl-for-autonomous-coding-aakanksha-chowdhery-reflection-ai",
      "rlm-recursive-language-models-for-large-codebases",
      "running-ai-application-in-minutes-quick-start-with-ai-templates",
      "running-ai-application-in-minutes-quick-start-with-ai-templates-ee4087",
      "rust-is-the-language-of-the-agi",
      "safety-and-security-for-code-executing-agents",
      "scaffold-wisely",
      "scaling-ai-agents-without-breaking-reliability",
      "scaling-the-next-paradigm-of-heterogeneous-intelligence",
      "scaling-to-long-horizons",
      "self-driving-products-product-signals-to-pull-requests",
      "self-evolving-code-with-ai-enhancing-quality-and-security-in-ci",
      "semantic-blindness-500-000-sensors-confused-an-llm-raahul-singh-vanc-levstik-phaidra",
      "ship-agents-that-ship-a-hands-on-workshop-for-swe-agent-builders",
      "ship-it-building-production-ready-agents",
      "ship-production-software-in-minutes-not-months",
      "ship-real-agents-hands-on-evals-for-agentic-applications",
      "skill-issue-how-we-used-ai-to-make-agents-actually-good-at-supabase",
      "skill-issue-lessons-from-skilling-up-coding-agents-to-use-langfuse",
      "skills-are-the-new-sdks",
      "skills-at-scale",
      "software-development-agents-what-works-and-what-doesn-t",
      "software-engineering-ai",
      "software-engineering-is-becoming-plan-and-review",
      "software-fundamentals-for-ai-coding",
      "sovereign-escape-velocity-ownership-with-open-models-gus-martins-and-ian-ballantyne-google-deepm",
      "spec-driven-development-agentic-coding-at-faang-scale-and-quality-al-harris-amazon-kiro",
      "specifications-are-the-new-code",
      "state-of-data",
      "state-of-startups-and-ai-2025",
      "stateful-agents-full-workshop-with-redacted-username-packer-of-letta-and-memgpt",
      "stop-babysitting-your-agents-building-a-context-engine-for-mergeable-code",
      "stop-guessing-build-robust-ai-with-layered-cot",
      "stop-using-rag-as-memory",
      "storyteller-building-multi-modal-apps-with-ts-modelfusion-lars-grammel-phd",
      "supercharging-developer-workflow-with-amazon-q-developer",
      "swe-marathon-evaluating-coding-agents-at-billion-token-scale-rishi-desai-abundant-ai",
      "swe-rebench-lessons-from-evaluating-coding-agents-on-real-software-engineering-tasks-ibragim-bad",
      "taste-craft-a-conversation-with-tuomas-artman-cto-of-linear-and-gergely-orosz-of-the-pragmatic-e",
      "teaching-coding-agents-to-do-spreadsheets",
      "text-diffusion-brendan-o-donoghue-google-deepmind",
      "the-1-000x-ai-engineer-swyx",
      "the-2026-state-of-ai-engineering-barr-yaron-amplify-partners",
      "the-3-pillars-of-autonomy-michele-catasta-replit",
      "the-4-patterns-of-ai-native-development",
      "the-agent-awakens-collaborative-development-with-copilot",
      "the-agent-native-company",
      "the-ai-bugpocalypse-is-here-now-what",
      "the-ai-emperor-has-no-daus-why-most-devs-still-don-t-use-code-ai",
      "the-ai-evolution",
      "the-ai-pivot-with-chris-white-of-prefect-bryan-bischof-of-hex",
      "the-base-model-is-dead",
      "the-code-ai-maturity-model-and-what-it-means-for-you",
      "the-coherence-trap-why-llms-feel-smart-but-aren-t-thinking",
      "the-cure-for-the-vibe-coding-hangover",
      "the-demo-i-wish-i-d-had-openai-s-agents-sdk-serverless",
      "the-devops-engineer-who-never-sleeps",
      "the-dirty-secret-of-forward-deployed-engineering",
      "the-emerging-skillset-of-wielding-coding-agents",
      "the-engineer-of-the-future-is-the-person-who-is-able-to-choose-what-is-worth-doing-addy-osmani",
      "the-eyes-are-the-context-window-to-the-soul-how-windsurf-gets-to-know-you",
      "the-friction-is-your-judgment",
      "the-future-of-qwen-a-generalist-agent-model",
      "the-golden-age-of-ai-engineering",
      "the-great-loops-debate-dex-horthy-geoff-huntley-ian-livingstone-greg-pstrucha-moderated-by-allie",
      "the-knowledge-graph-mullet-trimming-graphrag-complexity",
      "the-last-human-code-review-building-trust-in-ai-generated-code",
      "the-making-of-devin",
      "the-many-ends-of-programming",
      "the-messy-reality-of-scale-synthetic-data-and-pre-training",
      "the-missing-primitive-for-agent-swarms",
      "the-new-application-layer",
      "the-new-primitives-building-ai-native-software",
      "the-next-game-engine-won-t-have-a-manual",
      "the-pipeline-is-dead",
      "the-prompt-is-the-platform",
      "the-rise-of-the-agentic-economy-on-the-shoulders-of-mcp",
      "the-roi-of-ai-why-you-need-eval-frameworks",
      "the-state-of-ai-code-quality-hype-vs-reality",
      "the-state-of-ai-powered-search-and-retrieval",
      "the-unofficial-guide-to-apple-s-private-cloud-compute",
      "the-unreasonable-effectiveness-of-prompt-learning",
      "the-web-browser-is-all-you-need",
      "the-z-l-continuum-should-ai-engineers-still-read-code",
      "this-video-was-edited-with-ai-agent-but-how",
      "tldraw-computer",
      "tlms-tiny-llms-and-agents-on-edge-devices-with-litert-lm",
      "to-the-moon-navigating-deep-context-in-legacy-code-with-augment-agent",
      "tools-for-the-next-generation-of-ai-engineers",
      "trust-but-verify",
      "turn-10-994-notes-into-your-agents-memory",
      "two-roads-to-durable-agents-replay-vs-snapshot-eric-allam-co-founder-trigger-dev",
      "under-5-minutes-to-a-deployed-llm-endpoint-audry-hsu-runpod",
      "understanding-is-the-new-bottleneck",
      "unlocking-ai-powered-devops-within-your-organization",
      "unlocking-developer-productivity-across-cpu-and-gpu-with-max",
      "using-agents-to-build-an-agent-company",
      "using-llms-to-secure-source-code",
      "using-oss-models-to-build-ai-apps-with-millions-of-users",
      "using-spec-driven-development-for-production-workflows",
      "velocity-sickness-what-happens-when-your-whole-team-gets-10x-faster",
      "vercel-ai-sdk-masterclass-from-fundamentals-to-deep-research",
      "vibe-coding-at-scale-customizing-ai-assistants-for-enterprise-environments",
      "vibe-coding-at-scale-customizing-ai-assistants-for-enterprise-environments-harald-kirschner",
      "vibe-coding-with-confidence",
      "vibe-engineering-effect-apps",
      "vibes-won-t-cut-it",
      "vision-zero-bugs",
      "we-cut-94-of-our-ai-coding-tokens-with-a-local-code-index-here-s-the-architecture",
      "we-gave-an-agent-production-code-access-and-then-tried-to-sleep-at-night",
      "we-vetted-2-000-ai-skills-before-they-reached-developers",
      "what-data-from-20-million-pull-requests-reveal-about-ai-transformation",
      "what-every-ai-engineer-needs-to-know-about-gpus",
      "what-if-the-harness-mattered-more-than-the-model-aditya-bhargava-etsy",
      "what-if-the-network-was-the-sandbox",
      "what-s-next-after-rlhf",
      "what-we-learned-deploying-ai-within-bloomberg-s-engineering-organization",
      "when-agents-meet-physical-data-the-other-physics-of-agent-harnesses",
      "why-agent-engineering",
      "why-and-how-you-need-to-sandbox-ai-generated-code-harshil-agrawal-cloudflare",
      "why-bolt-new-won-and-most-devtools-ai-pivots-failed-victoria-melnikova",
      "why-rust-is-the-ideal-language-for-vibe-coding",
      "why-senior-engineers-struggle-to-build-ai-agents",
      "why-the-best-ai-agents-are-built-without-frameworks-primitives-over-frameworks",
      "why-your-product-needs-an-ai-product-manager-and-why-it-should-be-you",
      "windsurf-everywhere-doing-everything-all-at-once",
      "wtf-do-people-use-open-models-for",
      "you-can-t-prompt-the-room-the-last-skill-ai-won-t-replace",
      "your-agent-failed-in-prod-good-luck-reproducing-it",
      "your-agent-is-blindfolded",
      "your-attention-is-the-bottleneck-not-your-agents-zack-proser-workos",
      "your-coding-agent-doesn-t-always-follow-your-rules",
      "your-coding-agent-just-got-cloned-and-your-brain-isn-t-ready",
      "your-coding-agent-should-do-ai-system-engineering",
      "your-finance-agent-s-bottleneck-is-you",
      "your-support-team-should-ship-code",
      "z-ai-glm-4-6-what-we-learned-from-100-million-open-source-downloads-yuxuan-zhang-z-ai"
    ]
  },
  {
    "slug": "agent-engineering",
    "name": "Agent engineering",
    "url": "https://ai.engineer/topics/agent-engineering",
    "description": "Talks about designing, evaluating, and operating AI agents and their harnesses.",
    "talkSlugs": [
      "12-factor-agents",
      "3-ingredients-for-building-reliable-enterprise-agents",
      "500-people-vibe-coded-for-30-days-i-was-one-of-them",
      "a-genius-with-amnesia",
      "a-piece-of-pi-embedding-the-openclaw-coding-agent-in-your-product",
      "active-graph-agent-runtime-babyagi-4",
      "agent-output-is-not-ux-rendering-layer-your-llm-pipeline-is-missing-bala-ramdoss-amazon-lens",
      "agent-reinforcement-fine-tuning",
      "agent-skills",
      "agentcraft-putting-the-orc-in-agent-orchestration",
      "agentic-engineering-working-with-ai-not-just-using-it-brendan-o-leary",
      "agentic-enterprise-what-your-ceo-must-know-about-ai",
      "agentic-evaluations-at-scale-for-everybody",
      "agentic-graphrag-ai-s-logical-edge",
      "agentic-search-for-context-engineering",
      "agents-at-scale-inside-minimax-s-model-and-the-infrastructure-behind-it",
      "agents-building-agents",
      "agents-for-everything-else-swyx",
      "agents-in-production-how-opengov-built-and-scaled-og-assist",
      "agents-need-feature-flags",
      "agents-need-more-than-a-chat",
      "agents-on-the-canvas-in-tldraw",
      "agents-vs-workflows-why-not-both",
      "ai-agent-harnesses",
      "ai-agents-for-performance-ship-faster-pay-less",
      "ai-coding-workflow",
      "ai-developer-productivity",
      "ai-didn-t-kill-the-web-it-moved-in-olivier-leplus-aws-yohan-lasorsa-microsoft",
      "ai-engineering-201-the-rest-of-the-owl",
      "ai-sdk-v6",
      "alphalab-autonomous-multi-agent-research-across-optimization-domains-with-frontier-llms-brendan",
      "amazon-agi",
      "anthropic-s-applied-ai-team-on-the-evolution-of-agentic-surfaces",
      "anthropic-s-cca-exam-as-a-field-guide-for-agentic-engineering",
      "any-to-any-building-native-multimodal-agents",
      "arrakis-how-to-build-an-ai-sandbox-from-scratch",
      "backlog-md-terminal-kanban-board-for-managing-tasks-with-ai-agents-alex-gavrilescu-funstage",
      "bdd-adr-prd-wtf-capturing-decisions-for-humans-and-ai-alike-michal-cichra-safe-intelligence",
      "benchmarking-coding-agents-on-new-vs-legacy-codebases-denys-linkov-wisedocs",
      "bending-a-public-mcp-server-without-breaking-it-nimrod-hauser-baz",
      "beyond-apis-how-ai-web-agents-are-automating-the-long-tail-of-knowledge-work",
      "beyond-conversation-why-documents-transform-natural-language-into-code",
      "beyond-the-consensus-navigating-ai-s-frontier-in-2025",
      "beyond-the-harness-a-journey-towards-adaptive-engineering-rajiv-chandegra-annicha-labs",
      "bounded-autonomy-between-free-will-and-determinism",
      "break-it-til-you-make-it-building-the-self-improving-stack-for-ai-agents",
      "breaking-the-chain-agent-continuations-for-resumable-ai-workflows",
      "bringing-agents-onto-the-world-wide-web",
      "build-ai-systems-for-discernment-not-approval-angel-ortmann-lee-duolingo",
      "build-evals-that-actually-matter-nick-ung-akshay-sharma-lyft",
      "build-systems-not-code",
      "build-your-own-deep-research-agent-technical-writer",
      "building-a-chess-coach",
      "building-agents-at-cloud-scale-antje-barth-aws",
      "building-agents-with-amazon-nova-act-and-mcp-du-an-lightfoot-and-banjo-obayomi",
      "building-ai-agents-that-actually-automate-knowledge-work",
      "building-alice-s-brain-an-ai-sales-rep-that-learns-like-a-human-sherwood-satwik-11x",
      "building-code-first-ai-agents-with-azure-ai-agent-service-cedric-vidal-microsoft",
      "building-context-aware-reasoning-applications-with-langchain-and-langsmith",
      "building-durable-agents-with-workflow-devkit-ai-sdk",
      "building-durable-production-ready-agents-with-openai-sdk-and-temporal",
      "building-enterprise-llm-agents-that-work",
      "building-great-agent-skills",
      "building-intelligent-research-agents-with-manus",
      "building-multi-agent-systems-with-finite-state-machines",
      "building-reliable-support-agents-using-the-effect-typescript-library-michael-fester",
      "building-scaling-an-ai-agent-swarm-of-low-latency-real-time-voice-bots",
      "building-the-platform-for-agent-coordination",
      "building-voice-agents-with-openai",
      "building-your-own-secure-ai-workflows-human-in-the-loop-automation-with-n8n",
      "building-your-own-software-factory",
      "case-study-deep-dive-telemedicine-support-agents-with-langgraph-mcp",
      "chat-and-citations-won-t-save-your-vertical-ai",
      "ci-cd-is-dead-agents-need-continuous-compute-and-computers-hugo-santos-and-madison-faulkner",
      "claude-for-long-horizon-tasks",
      "claude-plays-minecraft-introducing-a-real-world-serverless-ai-to-a-virtual-world",
      "climbing-the-ladder-of-abstraction",
      "codex-and-subagents",
      "cognitive-exhaust-fumes-or-read-only-ai-is-underrated-simon-podhajsky-head-of-ai-waypoint",
      "combine-skills-and-mcp-to-close-the-context-gap",
      "computer-use-2-0-agents-just-got-multi-cursor",
      "computer-use-at-the-edge-of-the-statistical-precipice",
      "computer-use-models-will-agentify-the-web-not-apis",
      "context-graphs-for-explainable-decision-aware-ai-agents",
      "continual-learning-for-ai-agents-from-failures-to-durable-improvements-soheil-feizi-relai",
      "cooking-with-agents-in-vs-code",
      "data-and-environment-curation-for-post-training-llms",
      "define-ai-engineer",
      "defying-gravity",
      "designing-agents-the-floor-is-the-frontier",
      "designing-ai-intensive-applications",
      "designing-ai-to-scale-human-thought",
      "develop-at-idea-velocity",
      "don-t-build-slop-4-levels-of-ai-agent-maturity",
      "don-t-let-the-llm-drive-ornella-bahidika-joel-allou-microsoft",
      "don-t-ship-skills-without-evals",
      "effective-ai-agents",
      "effective-ai-agents-need-data-flywheels-not-the-next-biggest-llm-sylendran-arunagiri-nvidia",
      "emergence-launch-ai-agents-and-the-future-enterprise",
      "enterprise-agents-have-a-structure-problem-ishita-daga-tesla",
      "enterprise-deep-research-the-next-killer-app-for-enterprise-ai-ofer-mendelevitch-vectara",
      "evals-are-broken-use-them-anyway",
      "every-company-should-have-a-brain-garry-tan-y-combinator",
      "every-harness-will-become-a-claw",
      "exposing-agents-as-mcp-servers-with-mcp-agent-sarmad-qadri",
      "form-factors-for-your-new-ai-coworkers",
      "from-blind-spots-to-merged-prs-continuous-agentic-performance-optimization",
      "from-chaos-to-choreography-multi-agent-orchestration-patterns-that-actually-work-sandipan-bhaumi",
      "from-copilot-to-colleague-building-trustworthy-productivity-agents-for-high-stakes-work",
      "from-fork-to-fleet-designing-an-agent-sandbox-cloud-abhishek-bhardwaj-openai",
      "from-mcp-to-scale-pipelines-that-build-themselves",
      "from-stateless-nightmares-to-durable-agents",
      "frontier-ai-at-home-literally",
      "full-workshop-agent-auth-protocol-paola-estefania-de-campos-better-auth",
      "full-workshop-setting-yourself-up-for-success-jason-liu-openai-codex",
      "function-calling-is-all-you-need",
      "future-of-mcp",
      "future-proof-coding-agents",
      "gadgets-personal-app-vibe-coding-that-is-actually-safe",
      "gateways-are-all-you-need",
      "generative-ui-for-mcp",
      "give-your-chat-agent-a-voice",
      "grounded-reasoning-systems-for-cloud-architecture",
      "hacking-subagents-into-codex-cli-brian-john-betterup",
      "harness-engineering",
      "harness-engineering-is-not-enough-why-software-factories-fail",
      "healthcare-s-agent-bytecode-x12-as-the-harness-for-ai-agents",
      "how-agent-o11y-differs-from-traditional-o11y",
      "how-agents-broke-app-level-infrastructure",
      "how-agents-will-unlock-the-500b-promise-of-ai",
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      "how-building-with-ai-can-double-the-throughput-of-your-engineering-team",
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      "your-attention-is-the-bottleneck-not-your-agents-zack-proser-workos",
      "your-coding-agent-doesn-t-always-follow-your-rules",
      "your-fine-tuned-model-is-tech-debt-a-50x-roi-house-of-cards",
      "your-voice-agent-doesn-t-need-a-frontier-model",
      "building-agents-with-mcp",
      "evaluating-ai-agents",
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    ]
  },
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    "name": "APIs, MCP, and protocols",
    "url": "https://ai.engineer/topics/apis-mcp-and-protocols",
    "description": null,
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      "substrate-launch-the-api-for-modular-ai",
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      "your-agent-architecture-has-a-half-life-of-6-months",
      "your-agent-failed-in-prod-good-luck-reproducing-it",
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    ]
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    "slug": "evals",
    "name": "Evals",
    "url": "https://ai.engineer/topics/evals",
    "description": null,
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      "3-ingredients-for-building-reliable-enterprise-agents",
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      "accelerating-ai-on-edge-chintan-parikh-and-weiyi-wang-google-deepmind",
      "adaption-labs-gradient-free-continual-learning",
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      "ai-engineering-201-the-rest-of-the-owl",
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      "benchmarks-the-good-the-bad-and-the-ugly",
      "best-practices-for-evaluating-large-language-model-applications-with-llmeval-niklas-nielsen",
      "beyond-code-coverage-functionality-testing-with-playwright",
      "beyond-static-intelligence-evaluating-continual-learning",
      "botdojo-launch-enhancing-ai-assistants-with-evaluations-and-synthetic-data",
      "break-it-til-you-make-it-building-the-self-improving-stack-for-ai-agents",
      "bringing-agents-onto-the-world-wide-web",
      "bringing-continual-learning-into-enterprises",
      "build-a-prompt-learning-loop",
      "build-evals-that-actually-matter-nick-ung-akshay-sharma-lyft",
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      "building-a-chess-coach",
      "building-ai-products-that-actually-work",
      "building-applications-with-ai-agents",
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      "computer-use-2-0-agents-just-got-multi-cursor",
      "computer-use-at-the-edge-of-the-statistical-precipice",
      "computer-use-models-will-agentify-the-web-not-apis",
      "context-engineering-in-2026-compaction-memory-cost",
      "covalent-launch-the-gpu-cheatcode-fine-tune-20-llama-models-in-5-minutes",
      "data-is-your-differentiator-building-secure-and-tailored-ai-systems",
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      "designing-agents-the-floor-is-the-frontier",
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      "does-genai-belong-to-data-scientists",
      "don-t-ship-skills-without-evals",
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      "emergence-launch-ai-agents-and-the-future-enterprise",
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      "everything-you-need-to-know-about-finetuning-and-merging-llms",
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      "from-copilot-to-colleague-building-trustworthy-productivity-agents-for-high-stakes-work",
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      "healthcare-s-agent-bytecode-x12-as-the-harness-for-ai-agents",
      "how-agent-o11y-differs-from-traditional-o11y",
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      "how-fast-are-llm-inference-engines-anyway",
      "how-intuit-uses-llms-to-explain-taxes-to-millions-of-taxpayers",
      "how-kepler-built-verifiable-ai-for-financial-services",
      "how-lovable-self-improves-every-hour",
      "how-to-build-agents-that-run-for-hours-without-losing-the-plot",
      "how-to-build-enterprise-aware-agents",
      "how-to-build-world-class-ai-products-sarah-sachs-notion-and-carlos-esteban-braintrust",
      "how-to-construct-domain-specific-llm-evaluation-systems",
      "how-to-evaluate-a-model-for-your-use-case",
      "how-to-hire-ai-engineers-when-everyone-is-cheating-with-ai",
      "how-to-leverage-domain-expertise-chris-lovejoy-notius-labs",
      "how-to-look-at-your-data-what-to-look-for-how-to-measure",
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      "how-we-built-zeta2-training-an-edit-prediction-model-in-production-ben-kunkle-zed",
      "how-web-data-infrastructure-powers-the-next-generation-of-ai",
      "how-zapier-builds-ai-products-and-features-with-the-help-of-braintrust",
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      "i-ve-never-seen-anything-scarier-than-an-llm-with-tool-calls-erik-meijer-aka-headinthebox",
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      "infra-behind-krea-2-how-to-train-and-serve-at-scale",
      "insights-from-snorkel-ai-running-azure-ai-infrastructure",
      "iterating-on-llm-apps-at-scale-learnings-from-discord",
      "judge-the-judge-building-llm-evaluators-that-actually-work-with-gepa-mahmoud-mabrouk-agenta-ai",
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      "lawrence-jones-fighting-ai-with-ai",
      "lessons-from-building-genai-based-applications-juan-peredo",
      "let-llms-wander-engineering-rl-environments-stefano-fiorucci",
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      "moondream-how-does-a-tiny-vision-model-slap-so-hard",
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      "real-roi-lessons-from-enterprises-that-have-already-succeeded-with-llms-redacted-username-scale",
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      "self-training-agents-hermes-agent-hf-traces-skills-mcp-finetuning-merve-noyan-hugging-face",
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      "shipping-complex-ai-applications-braintrust-trainline",
      "shipping-products-when-you-don-t-know-what-they-can-do",
      "simulation-maxxing-how-nubank-ships-agents-20-faster-with-simulations",
      "skill-issue-how-we-used-ai-to-make-agents-actually-good-at-supabase",
      "skill-issue-lessons-from-skilling-up-coding-agents-to-use-langfuse",
      "sovereign-escape-velocity-ownership-with-open-models-gus-martins-and-ian-ballantyne-google-deepm",
      "spec-driven-testing-for-agents-with-a-brain-the-size-of-a-planet-steven-willmott-safe-intelligen",
      "special-topics-in-kernels-rl-reward-hacking-in-agents",
      "stateful-environments-for-vertical-agents-josh-purtell-synth-labs",
      "stop-evaluating-models-like-it-s-the-50s-alejandro-vidal-mindmakers",
      "stop-guessing-build-robust-ai-with-layered-cot",
      "stop-making-models-bigger-make-them-behave-kobie-crawford-snorkel",
      "stop-ordering-ai-takeout-a-cookbook-for-winning-when-you-build-in-house",
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      "structured-llm-outputs-with-pydantic",
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      "swe-marathon-evaluating-coding-agents-at-billion-token-scale-rishi-desai-abundant-ai",
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      "task-fidelity-scaling-laws-kobie-crawford-snorkel-ai",
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      "the-current-state-of-browser-agents",
      "the-devops-engineer-who-never-sleeps",
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      "the-future-of-evals-ankur-goyal-braintrust",
      "the-future-of-evals-from-llm-as-a-judge-to-agent-as-a-judge-aparna-dhinakaran-arize-ai",
      "the-genai-maturity-curve-or-you-probably-don-t-need-fine-tuning",
      "the-maturity-phases-of-running-evals",
      "the-messy-reality-of-scale-synthetic-data-and-pre-training",
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      "the-missing-layer-after-launch",
      "the-new-lean-startup",
      "the-production-ai-playbook-deploying-agents-at-enterprise-scale",
      "the-unbearable-lightness-of-agent-optimization",
      "the-unreasonable-effectiveness-of-separating-the-task-from-the-model",
      "the-ux-of-ai-making-ai-powered-apps-your-users-don-t-hate",
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      "training-an-llm-from-scratch-locally",
      "training-frontier-models-to-out-think-hackers-uri-rolls-arithmetic-thom-wolf-hugging-face",
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      "autonomous-agents-for-scientific-tasks-sina-shahandeh-radicait",
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      "build-enterprise-generative-ai-apps-using-llama-3-at-1-000-tokens-s-on-the-sambanova-ai-platform",
      "build-evaluate-and-deploy-a-rag-based-retail-copilot-with-azure-ai",
      "build-the-ai-gtm-agent-that-knows-the-buyer-before-the-first-message",
      "building-agent-interfaces-lessons-from-chrome-devtools-mcp-for-agents",
      "building-agentic-applications-with-heroku-managed-inference-and-agents-julian-duque-and-anush-ds",
      "building-agents-at-cloud-scale-antje-barth-aws",
      "building-agents-is-trivial-now-context-is-the-next-frontier",
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      "building-your-own-secure-ai-workflows-human-in-the-loop-automation-with-n8n",
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      "what-does-done-even-mean-agents-and-paperclip-s-liveness-model-dotta-paperclip",
      "what-does-enterprise-ready-mcp-mean",
      "what-does-it-take-to-build-a-personal-local-private-ai-agent-that-augments-you-deeply",
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      "what-it-actually-takes-to-deploy-genai-applications-to-enterprises",
      "what-lies-beneath-the-api-benjamin-cowen-modal",
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      "why-mcp-and-chatgpt-apps-use-double-iframes-frederic-barthelet-alpic",
      "why-you-should-care-about-ai-interpretability",
      "why-your-agent-disagrees-with-itself-and-what-to-do-about-it",
      "why-your-enterprise-tech-stack-isn-t-ready-for-ai-agents-and-what-to-build-instead",
      "why-your-product-needs-an-ai-product-manager-and-why-it-should-be-you",
      "will-agent-evaluation-via-mcp-stabilize-agent-networks",
      "wtf-is-the-context-layer-the-missing-infrastructure-for-production-agents",
      "you-didn-t-ship-a-bug-you-just-wrote-it-for-a-human",
      "your-agent-architecture-has-a-half-life-of-6-months",
      "your-agent-s-biggest-lie-i-searched-the-web",
      "your-coding-agent-just-got-cloned-and-your-brain-isn-t-ready",
      "your-evals-are-meaningless-and-here-s-how-to-fix-them",
      "your-insecure-mcp-server-won-t-survive-production-tun-shwe-lenses",
      "your-llm-deception-monitor-is-broken-the-fix-is-in-the-training-data-sachin-kumar-lexisnexis",
      "your-llm-stack-is-a-2008-database-with-better-marketing",
      "your-moat-is-your-data-model",
      "your-voice-agent-doesn-t-need-a-frontier-model"
    ]
  },
  {
    "slug": "reasoning-and-models",
    "name": "Reasoning and models",
    "url": "https://ai.engineer/topics/reasoning-and-models",
    "description": null,
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      "2025-is-the-year-of-evals-just-like-2024-and-2023-and",
      "7-habits-of-highly-effective-generative-ai-evaluations",
      "a-taxonomy-for-next-generation-reasoning-models",
      "a-year-of-gemini-progress-what-comes-next",
      "accelerate-your-ai-journey-with-azure-ai-model-catalog",
      "accelerating-ai-on-edge-chintan-parikh-and-weiyi-wang-google-deepmind",
      "adaption-labs-gradient-free-continual-learning",
      "agents-need-more-than-a-chat",
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      "ai-red-teaming-agent-azure-ai-foundry-nagkumar-arkalgud-keiji-kanazawa-microsoft",
      "announcing-the-ai-engineer-network",
      "anthropic-for-vps-of-ai",
      "anthropic-s-cca-exam-as-a-field-guide-for-agentic-engineering",
      "architecting-agent-memory-principles-patterns-and-best-practices",
      "ax-is-the-only-experience-that-matters",
      "beyond-the-consensus-navigating-ai-s-frontier-in-2025",
      "books-reimagined-ai-to-create-new-experiences-for-things-you-know-ukasz-gandecki-thebrain-pro",
      "break-it-til-you-make-it-building-the-self-improving-stack-for-ai-agents",
      "breaking-ai-s-1-gigahertz-barrier",
      "breaking-the-chain-agent-continuations-for-resumable-ai-workflows",
      "build-ai-systems-for-discernment-not-approval-angel-ortmann-lee-duolingo",
      "build-dynamic-products-and-stop-the-ai-sideshow",
      "build-enterprise-generative-ai-apps-using-llama-3-at-1-000-tokens-s-on-the-sambanova-ai-platform",
      "build-evaluate-and-deploy-a-rag-based-retail-copilot-with-azure-ai",
      "building-a-10-person-unicorn",
      "building-a-chess-coach",
      "building-agents-with-amazon-nova-act-and-mcp-du-an-lightfoot-and-banjo-obayomi",
      "building-ai-agents-with-real-roi-in-the-enterprise-sdlc",
      "building-ai-products-that-actually-work",
      "building-an-agentic-platform",
      "building-an-autonomous-engineering-org",
      "building-code-first-ai-agents-with-azure-ai-agent-service-cedric-vidal-microsoft",
      "building-effective-voice-agents",
      "building-great-agent-skills",
      "building-multi-agent-systems-with-finite-state-machines",
      "building-multimodal-ai-agents-from-scratch",
      "building-reactive-ai-apps",
      "building-reliable-agentic-systems",
      "building-sota-open-weights-tool-use-the-command-r-family",
      "building-your-own-secure-ai-workflows-human-in-the-loop-automation-with-n8n",
      "buy-now-maybe-pay-later-dealing-with-prompt-tax-while-staying-at-the-frontier-andrew-thompson",
      "can-oncology-workflows-run-without-human-touch-anant-shankhdhar-risa-labs",
      "challenges-to-scaling-agents-for-generative-ai-products",
      "chatgpt-is-poorly-designed-so-i-fixed-it",
      "claude-plays-minecraft-introducing-a-real-world-serverless-ai-to-a-virtual-world",
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      "dark-factory-openclaw-ships-faster-than-you-can-read-the-diff",
      "data-and-environment-curation-for-post-training-llms",
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      "define-ai-engineer",
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      "design-like-karpathy-is-watching",
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      "every-company-should-have-a-brain-garry-tan-y-combinator",
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      "gpu-cloud-deployment-without-leaving-your-ide-audry-hsu-runpod",
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      "how-instacart-transformed-its-search-and-discovery-using-an-llm-driven-approach",
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      "how-lovable-self-improves-every-hour",
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      "how-to-build-planning-agents-without-losing-control-yogendra-miraje-factset",
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      "html-is-all-agents-need",
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      "let-llms-wander-engineering-rl-environments-stefano-fiorucci",
      "let-s-integrate-ai-agents-in-event-sourced-systems",
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      "rl-quantization-agents",
      "running-a-chess-youtube-channel-entirely-by-ai-stephan-steinfurt-tng-technology-consulting",
      "running-ai-application-in-minutes-quick-start-with-ai-templates",
      "running-ai-application-in-minutes-quick-start-with-ai-templates-ee4087",
      "running-gemma-4-on-device-40-tokens-s-on-iphone-with-mlx",
      "scaling-compute-on-context",
      "self-training-agents-hermes-agent-hf-traces-skills-mcp-finetuning-merve-noyan-hugging-face",
      "ship-it-building-production-ready-agents",
      "ship-production-software-in-minutes-not-months",
      "shipping-ai-that-works-an-evaluation-framework-for-pms",
      "shipping-complex-ai-applications-braintrust-trainline",
      "sovereign-escape-velocity-ownership-with-open-models-gus-martins-and-ian-ballantyne-google-deepm",
      "spec-driven-testing-for-agents-with-a-brain-the-size-of-a-planet-steven-willmott-safe-intelligen",
      "special-topics-in-kernels-rl-reward-hacking-in-agents",
      "spreadsheets-are-all-you-need-decoding-the-decoder-llm-without-de-code",
      "state-of-startups-and-ai-2025",
      "state-of-the-claw",
      "stop-evaluating-models-like-it-s-the-50s-alejandro-vidal-mindmakers",
      "stop-making-models-bigger-make-them-behave-kobie-crawford-snorkel",
      "stop-ordering-ai-takeout-a-cookbook-for-winning-when-you-build-in-house",
      "structured-llm-outputs-with-pydantic",
      "structuring-a-modern-ai-team",
      "stuffing-context-is-not-memory-updating-weights-is",
      "task-fidelity-scaling-laws-kobie-crawford-snorkel-ai",
      "text-diffusion-brendan-o-donoghue-google-deepmind",
      "the-2026-state-of-ai-engineering-barr-yaron-amplify-partners",
      "the-4-patterns-of-ai-native-development",
      "the-adversarial-path-to-the-personal-assistant",
      "the-ai-bugpocalypse-is-here-now-what",
      "the-ai-pivot-with-chris-white-of-prefect-bryan-bischof-of-hex",
      "the-base-model-is-dead",
      "the-billable-hour-is-dead-long-live-the-billable-hour",
      "the-bitter-layout-or-how-i-learned-to-love-the-model-picker",
      "the-build-operate-divide-bridging-product-vision-and-ai-operational-reality",
      "the-coherence-trap-why-llms-feel-smart-but-aren-t-thinking",
      "the-cure-for-the-vibe-coding-hangover",
      "the-era-of-compound-engineering",
      "the-future-is-domain-specific-agents",
      "the-future-of-evals-ankur-goyal-braintrust",
      "the-future-of-evals-from-llm-as-a-judge-to-agent-as-a-judge-aparna-dhinakaran-arize-ai",
      "the-future-of-qwen-a-generalist-agent-model",
      "the-future-of-work",
      "the-genai-maturity-curve-or-you-probably-don-t-need-fine-tuning",
      "the-golden-age-of-ai-engineering",
      "the-intelligent-interface",
      "the-llm-triangle-engineering-principles-for-robust-ai-applications",
      "the-log-is-the-agent",
      "the-missing-layer-design-taste-in-ai-agents",
      "the-new-lean-startup",
      "the-price-of-intelligence-ai-agent-pricing-in-2025",
      "the-rise-of-open-models-in-the-enterprise",
      "the-robots-are-coming-for-your-job-and-that-s-okay",
      "the-state-of-model-routing-nvidia-cognition-openrouter",
      "the-weekend-ai-engineer",
      "think-you-can-build-a-game-with-ai-think-again-the-new-games-are-just-being-invented",
      "thinking-deeper-in-gemini",
      "to-the-moon-navigating-deep-context-in-legacy-code-with-augment-agent",
      "training-albatross-an-expert-finance-llm",
      "training-an-llm-from-scratch-locally",
      "trends-across-the-ai-frontier",
      "turn-10-994-notes-into-your-agents-memory",
      "two-roads-to-durable-agents-replay-vs-snapshot-eric-allam-co-founder-trigger-dev",
      "unlocking-africa-s-potential-with-ai-thabang-ledwaba",
      "unlocking-ai-powered-devops-within-your-organization",
      "unveiling-the-latest-gemma-model-advancements",
      "using-oss-models-to-build-ai-apps-with-millions-of-users",
      "ux-design-principles-for-semi-autonomous-multi-agent-systems",
      "velocity-sickness-what-happens-when-your-whole-team-gets-10x-faster",
      "what-do-models-still-suck-at",
      "what-every-ai-engineer-needs-to-know-about-gpus",
      "what-it-actually-takes-to-deploy-genai-applications-to-enterprises",
      "what-s-new-from-anthropic-and-what-s-next",
      "what-we-learned-from-a-year-of-building-with-llms",
      "what-we-learned-from-using-llms-in-pinterest",
      "where-ai-is-superhuman-the-right-jobs-to-automate-with-llms",
      "why-chatgpt-keeps-interrupting-you",
      "why-more-context-makes-your-agent-dumber-and-what-to-do-about-it",
      "why-you-should-care-about-ai-interpretability",
      "wisdom-driven-knowledge-augmented-generation-at-scale",
      "writing-principles-for-task-tuned-prompt-engineering",
      "wtf-do-people-use-open-models-for",
      "your-agent-is-wasting-tokens-and-you-don-t-know-it",
      "your-agents-need-a-save-button",
      "your-llm-ran-out-of-knowledge-now-what",
      "z-ai-glm-4-6-what-we-learned-from-100-million-open-source-downloads-yuxuan-zhang-z-ai"
    ]
  },
  {
    "slug": "enterprise",
    "name": "Enterprise",
    "url": "https://ai.engineer/topics/enterprise",
    "description": null,
    "talkSlugs": [
      "500-people-vibe-coded-for-30-days-i-was-one-of-them",
      "6-things-to-know-about-aie-world-s-fair-2026",
      "a-piece-of-pi-embedding-the-openclaw-coding-agent-in-your-product",
      "agent-output-is-not-ux-rendering-layer-your-llm-pipeline-is-missing-bala-ramdoss-amazon-lens",
      "agents-are-robots-too-what-self-driving-taught-me-about-building-agents-jesse-hu-abundant",
      "agents-don-t-do-standups-building-the-post-engineer-engineering-org",
      "agents-on-the-canvas-in-tldraw",
      "agents-vs-workflows-why-not-both",
      "ai-and-human-whiteboarding-partnership",
      "ai-changes-nothing-dax-raad-opencode",
      "ai-developer-productivity",
      "ai-driven-multi-document-correlation-for-enterprise-financial-compliance-and-fraud-detection",
      "ai-engineering-201-the-rest-of-the-owl",
      "ai-is-the-world-s-largest-relationship-therapist-clay-cockrell-tony-fabrikant-couplework-ai",
      "ai-music-generation-from-prompt-to-production",
      "ai-that-pays-lessons-from-revenue-cycle",
      "analyzing-10-000-sales-calls-with-ai-in-2-weeks",
      "announcing-the-ai-engineer-network",
      "anthropic-for-vps-of-ai",
      "beyond-apis-how-ai-web-agents-are-automating-the-long-tail-of-knowledge-work",
      "bolt-new-how-we-scaled-0-20m-arr-in-60-days-with-15-people",
      "books-reimagined-ai-to-create-new-experiences-for-things-you-know-ukasz-gandecki-thebrain-pro",
      "breaking-ai-s-1-gigahertz-barrier",
      "bringing-continual-learning-into-enterprises",
      "build-deploy-ai-powered-apps",
      "build-dynamic-products-and-stop-the-ai-sideshow",
      "build-the-ai-gtm-agent-that-knows-the-buyer-before-the-first-message",
      "building-a-10-person-unicorn",
      "building-agents-the-hard-parts",
      "building-ai-products-that-actually-work",
      "building-blocks-for-llm-systems-products",
      "building-conversational-agents",
      "building-durable-agents-with-workflow-devkit-ai-sdk",
      "building-in-the-gemini-era-kat-kampf-ammaar-reshi-google-deepmind",
      "building-interactive-uis-in-vs-code-with-mcp-apps-marlene-mhangami-liam-hampton-github",
      "building-with-anthropic-s-claude-the-prompt-doctor-is-in",
      "challenges-to-scaling-agents-for-generative-ai-products",
      "climbing-the-ladder-of-abstraction",
      "cooking-with-fire-without-burning-down-the-kitchen",
      "creating-agents-that-co-create",
      "data-readiness-is-a-myth-reliable-ai-with-an-agentic-semantic-layer-anushrut-gupta-promptql",
      "define-ai-engineer",
      "designing-ai-intensive-applications",
      "don-t-just-slap-on-a-chatbot-building-ai-that-works-before-you-ask",
      "don-t-ship-skills-without-evals",
      "ending-ai-slop",
      "events-are-the-wrong-abstraction-for-your-ai-agents",
      "everything-is-ugly-so-go-build-something-that-isn-t",
      "feedback-loops-are-all-you-need",
      "field-guide-to-fable",
      "form-factors-for-your-new-ai-coworkers",
      "forward-deployed-engineering-101",
      "forward-deployed-engineering-at-cursor-pauline-brunet",
      "from-hype-to-habit-how-we-re-building-an-ai-first-saas-company-while-still-shipping-the-roadmap",
      "from-pm-at-stripe-to-building-an-ai-startup-a-recent-founder-s-journey-mounir-mouawad",
      "from-systems-of-record-to-systems-of-context",
      "frontier-feud",
      "generative-ui-for-mcp",
      "good-design-hasn-t-changed-with-ai",
      "gtm-is-you-victoria-melnikova-evil-martians",
      "hiring-building-an-ai-engineering-team",
      "how-autoresearch-is-changing-ml-research-zhengyao-jiang-weco-ai",
      "how-blackrock-builds-custom-knowledge-apps-at-scale",
      "how-forward-deployed-engineering-is-done-at-cognition",
      "how-forward-deployed-engineering-is-done-at-decagon",
      "how-forward-deployed-engineering-is-done-at-ramp",
      "how-forward-deployed-engineering-is-done-redacted-username-kepler",
      "how-juries-and-librarians-can-solve-gtm-s-ai-trust-problem",
      "how-to-add-secure-code-interpreting-in-your-ai-app",
      "how-to-build-the-world-s-fastest-voice-bot",
      "how-to-train-your-agent-building-reliable-agents-with-rl",
      "how-we-hacked-yc-spring-2025-batch-s-ai-agents",
      "hypermode-launch",
      "insights-from-snorkel-ai-running-azure-ai-infrastructure",
      "invisible-users-invisible-interfaces-accelerating-design-iteration-with-ai-simulation",
      "ionic-launch-opening-the-economy-to-ai-agents",
      "let-llms-wander-engineering-rl-environments-stefano-fiorucci",
      "llm-observability-evaluation-experimentation-platform-dat-ngo-arize-ai",
      "llm-safeguards-security-privacy-compliance-anti-hallucination",
      "llms-for-the-working-programmer-become-a-10x-programming-centaur-today",
      "local-agentic-theory-for-mobile-games-shafik-quoraishee-joanne-song-the-new-york-times",
      "loop-engineering-from-first-principles",
      "machines-of-buying-selling-grace",
      "make-your-llm-app-a-domain-expert-how-to-build-an-llm-native-expert-system",
      "mastering-ai-pricing-mayank-pant-stripe",
      "mcp-apps-extending-the-frontier-ido-salomon-liad-yosef",
      "mcp-apps-primitives-discovery-and-the-future-of-software",
      "mcp-tasks-async-why-the-heck-aren-t-any-agents-supporting-mcp-tasks-async",
      "mcp-ui-extending-the-frontier-liad-yosef-and-ido-salomon-mcp-apps",
      "mcps-are-boring-or-why-we-are-losing-the-sparkle-of-llms",
      "measuring-agi-interactive-reasoning-benchmarks",
      "missing-pieces-of-workflow-automation",
      "monetizing-ai-alvaro-morales-orb",
      "most-enterprise-agentic-projects-are-doomed-here-s-why",
      "my-ai-thinks-i-m-eating-my-feelings-and-other-nutritional-insights",
      "navigating-challenges-and-technical-debt-in-llms-deployment",
      "one-registry-to-rule-them-all-sonny-merla-mauro-luchetti-mattia-redaelli-quantyca",
      "openclaw-in-your-hand-building-a-physical-ai-terminal-for-local-llm-agents",
      "openrag-an-open-source-stack-for-rag-phil-nash",
      "paperclip-open-source-human-control-plane-for-ai-labor-dotta",
      "personality-driven-development-exploring-the-frontier-of-agents-with-attitude",
      "pragmatic-ai-with-typechat",
      "production-rag-agents",
      "productionizing-genai-models-lessons-from-the-world-s-best-ai-teams",
      "pydantic-is-still-all-you-need",
      "remobi-app-don-t-change-your-terminal-workflow-for-mobile",
      "respect-the-process",
      "rethinking-team-building-how-a-30-person-startup-serves-50-million-users-grant-lee-gamma",
      "revenue-engineering-how-to-price-and-reprice-your-ai-product",
      "reverse-engineering-a-viking-voip-phone-protocol-with-claude-code-boris-starkov-elevenlabs",
      "rise-of-the-ai-architect-clay-bavor-and-alessio-fanelli",
      "scaling-agents-on-kubernetes-with-acpx-and-acp",
      "scaling-github-for-your-agents-sam-morrow-github",
      "second-order-effects",
      "shipping-products-when-you-don-t-know-what-they-can-do",
      "shipping-something-to-someone-always-wins",
      "skill-issue-how-we-used-ai-to-make-agents-actually-good-at-supabase",
      "skills-are-new-features-building-skill-centric-harness-yogendra-miraje-factset",
      "skills-at-scale",
      "small-ai-teams-with-huge-impact-vik-paruchuri-datalab",
      "small-bets-big-impact-building-genbi-at-a-fortune-100",
      "software-engineering-ai",
      "spec-driven-development-agentic-coding-at-faang-scale-and-quality-al-harris-amazon-kiro",
      "state-of-data",
      "stateful-environments-for-vertical-agents-josh-purtell-synth-labs",
      "stuffing-context-is-not-memory-updating-weights-is",
      "survive-the-ai-knife-fight-building-products-that-win",
      "taste-craft-a-conversation-with-tuomas-artman-cto-of-linear-and-gergely-orosz-of-the-pragmatic-e",
      "teaching-ai-to-find-real-vulnerabilities-prof-david-brumley-bugcrowd",
      "the-adversarial-path-to-the-personal-assistant",
      "the-age-of-the-agent",
      "the-agent-native-company",
      "the-ai-engineer-s-guide-to-raising-vc-dani-grant-jam-chelcie-taylor-notable-capital",
      "the-bitter-layout-or-how-i-learned-to-love-the-model-picker",
      "the-build-operate-divide-bridging-product-vision-and-ai-operational-reality",
      "the-coherence-trap-why-llms-feel-smart-but-aren-t-thinking",
      "the-demo-i-wish-i-d-had-openai-s-agents-sdk-serverless",
      "the-devops-engineer-who-never-sleeps",
      "the-dirty-secret-of-forward-deployed-engineering",
      "the-golden-age-of-ai-engineering",
      "the-intelligent-interface",
      "the-missing-layer-design-taste-in-ai-agents",
      "the-new-application-layer",
      "the-new-lean-startup",
      "the-new-primitives-building-ai-native-software",
      "the-next-unicorns-7-top-ai-startups-from-the-hf0-residency",
      "the-pipeline-is-dead",
      "the-price-of-intelligence-ai-agent-pricing-in-2025",
      "the-prompt-is-still-a-punch-card",
      "the-ux-of-ai-making-ai-powered-apps-your-users-don-t-hate",
      "the-voice-first-ai-overlay-designing-conversational-co-pilots",
      "trunk-tools-launch-disrupting-the-15-trillion-construction-industry-with-autonomous-agents",
      "two-roads-to-durable-agents-replay-vs-snapshot-eric-allam-co-founder-trigger-dev",
      "understanding-ai-stakes-to-break-production-code",
      "using-oss-models-to-build-ai-apps-with-millions-of-users",
      "using-spec-driven-development-for-production-workflows",
      "velocity-sickness-what-happens-when-your-whole-team-gets-10x-faster",
      "vibe-engineering-effect-apps",
      "viktor-ai-coworker-that-lives-in-slack",
      "voice-agents-with-realtime-video-sidney-primas-lemonslice",
      "what-does-enterprise-ready-mcp-mean",
      "what-if-the-harness-mattered-more-than-the-model-aditya-bhargava-etsy",
      "what-it-actually-takes-to-deploy-genai-applications-to-enterprises",
      "what-s-new-from-anthropic-and-what-s-next",
      "why-agent-hype-can-fall-short-of-reality-joel-becker-metr",
      "why-bolt-new-won-and-most-devtools-ai-pivots-failed-victoria-melnikova",
      "why-can-t-anyone-answer-questions-about-the-business",
      "why-we-killed-our-multi-agent-pipeline-subbiah-sethuraman-and-abhilash-asokan-zs-associates",
      "why-your-enterprise-tech-stack-isn-t-ready-for-ai-agents-and-what-to-build-instead",
      "why-your-product-needs-an-ai-product-manager-and-why-it-should-be-you",
      "your-ai-agent-isn-t-an-engineer-the-art-of-thoughtful-anthropomorphism",
      "your-ai-product-will-fail-unless-you-can-explain-it"
    ]
  },
  {
    "slug": "leadership",
    "name": "Leadership",
    "url": "https://ai.engineer/topics/leadership",
    "description": null,
    "talkSlugs": [
      "2025-is-the-year-of-evals-just-like-2024-and-2023-and",
      "2026-the-year-the-ide-died",
      "500-people-vibe-coded-for-30-days-i-was-one-of-them",
      "6-things-to-know-about-aie-world-s-fair-2026",
      "a-genius-with-amnesia",
      "agent-skills",
      "agentic-enterprise-what-your-ceo-must-know-about-ai",
      "agentic-graphrag-ai-s-logical-edge",
      "agentic-sdlc-at-uber-building-blocks-for-uber-s-software-factory",
      "agents-need-receipts-not-more-tool-calls",
      "agi-the-path-forward",
      "ai-consulting-in-practice-nathaniel-whittemore-nlw-superintelligent",
      "ai-copilots-for-tech-architecture-the-highest-roi-use-case-you-re-not-building-boris-bogatin-and",
      "ai-engineering-without-borders",
      "ai-platform-engineering",
      "amazon-agi",
      "anchoring-enterprise-genai-with-knowledge-graphs",
      "balancing-innovation-with-security-safety",
      "benchmarking-coding-agents-on-new-vs-legacy-codebases-denys-linkov-wisedocs",
      "build-dynamic-products-and-stop-the-ai-sideshow",
      "build-for-the-memo-not-the-demo-notes-from-200-investment-committees",
      "building-a-10-person-unicorn",
      "building-ai-agents-with-real-roi-in-the-enterprise-sdlc",
      "building-an-autonomous-engineering-org",
      "building-ciso-approved-agent-fleet-architecture",
      "building-context-aware-reasoning-applications-with-langchain-and-langsmith",
      "building-great-agent-skills",
      "building-redacted-username-gergely-orosz-simon-eskildsen",
      "building-sota-open-weights-tool-use-the-command-r-family",
      "building-the-platform-for-agent-coordination",
      "building-your-own-software-factory",
      "chatgpt-is-poorly-designed-so-i-fixed-it",
      "ci-cd-is-dead-agents-need-continuous-compute-and-computers-hugo-santos-and-madison-faulkner",
      "ciam-for-ai-authn-authz-for-agents-michael-grinich-ceo-of-workos",
      "claude-fable-claude-tag-and-anthropic-s-culture-cat-wu-thariq-shihipar-ft-simon-willison",
      "content-is-code",
      "cooking-with-agents-in-vs-code",
      "cooking-with-fire-without-burning-down-the-kitchen",
      "critical-ai-inference-your-cio-can-trust",
      "dark-factory-openclaw-ships-faster-than-you-can-read-the-diff",
      "data-readiness-is-a-myth-reliable-ai-with-an-agentic-semantic-layer-anushrut-gupta-promptql",
      "define-ai-engineer",
      "defying-gravity",
      "developer-experience-in-the-age-of-ai-coding-agents",
      "dispatch-from-the-future-building-an-ai-native-company-dan-shipper-every-ai-i",
      "does-genai-belong-to-data-scientists",
      "e-values-evaluating-the-values-of-ai",
      "effective-ai-agents-need-data-flywheels-not-the-next-biggest-llm-sylendran-arunagiri-nvidia",
      "enterprise-deep-research-the-next-killer-app-for-enterprise-ai-ofer-mendelevitch-vectara",
      "every-company-should-have-a-brain-garry-tan-y-combinator",
      "five-hard-earned-lessons-about-evals",
      "forward-deployed-engineering-101",
      "forward-deployed-engineering-at-cursor-pauline-brunet",
      "from-arc-to-dia-lessons-learned-in-building-ai-browser",
      "from-blind-spots-to-merged-prs-continuous-agentic-performance-optimization",
      "from-hype-to-habit-how-we-re-building-an-ai-first-saas-company-while-still-shipping-the-roadmap",
      "future-proof-coding-agents",
      "github-copilot-the-world-s-most-widely-adopted-ai-developer-tool",
      "gtm-is-you-victoria-melnikova-evil-martians",
      "hiring-building-an-ai-engineering-team",
      "how-building-with-ai-can-double-the-throughput-of-your-engineering-team",
      "how-coding-agents-change-software-development-forever-hailong-zhang",
      "how-fast-are-llm-inference-engines-anyway",
      "how-forward-deployed-engineering-is-done-at-cognition",
      "how-forward-deployed-engineering-is-done-at-decagon",
      "how-forward-deployed-engineering-is-done-at-factory",
      "how-i-automate-my-own-job-at-hugging-face-using-agents",
      "how-juries-and-librarians-can-solve-gtm-s-ai-trust-problem",
      "how-to-build-an-ai-native-health-company",
      "how-to-build-an-ai-strategy-that-fails",
      "how-to-hire-ai-engineers-when-everyone-is-cheating-with-ai",
      "how-to-leverage-domain-expertise-chris-lovejoy-notius-labs",
      "how-to-quantify-ai-roi-in-software-engineering-stanford-study-120k-devs",
      "hypermode-launch",
      "insights-on-building-ai-teams",
      "intelligence-continual-learning-expertise",
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      "leadership-in-ai-assisted-engineering",
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      "llm-safeguards-security-privacy-compliance-anti-hallucination",
      "long-tasks-and-experienced-open-source-dev-productivity",
      "making-codebases-agent-ready",
      "mcp-ui-extending-the-frontier-liad-yosef-and-ido-salomon-mcp-apps",
      "mentoring-the-machine",
      "mergeable-by-default-building-the-context-engine-to-save-time-and-tokens",
      "minimax-m2",
      "missing-pieces-of-workflow-automation",
      "monetizing-ai-alvaro-morales-orb",
      "most-enterprise-agentic-projects-are-doomed-here-s-why",
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      "multi-agent-ai-and-network-knowledge-graphs-for-change-management-and-network-testing",
      "navigating-challenges-and-technical-debt-in-llms-deployment",
      "no-more-slop-swyx",
      "open-questions-for-ai-engineering",
      "openai-for-vps-of-ai",
      "paperclip-open-source-human-control-plane-for-ai-labor-dotta",
      "paying-engineers-like-salespeople",
      "personality-driven-development-exploring-the-frontier-of-agents-with-attitude",
      "piloting-agents-in-github-copilot",
      "practical-graphrag-making-llms-smarter-with-knowledge-graphs",
      "production-rag-agents",
      "prototyping-as-leadership-how-a-cto-ships-with-ai-agents",
      "rag-for-vps-of-ai",
      "real-roi-lessons-from-enterprises-that-have-already-succeeded-with-llms-redacted-username-scale",
      "realtime-multiplayer-automation-and-you",
      "rethinking-team-building-how-a-30-person-startup-serves-50-million-users-grant-lee-gamma",
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      "reviewdebt-a-practical-framework-for-scoring-every-pull-request-sachin-gupta-ebay",
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      "ship-production-software-in-minutes-not-months",
      "shipping-ai-that-works-an-evaluation-framework-for-pms",
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      "software-engineering-is-becoming-plan-and-review",
      "state-of-startups-and-ai-2025",
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      "state-of-the-union-why-local-why-now",
      "stop-babysitting-your-agents-building-a-context-engine-for-mergeable-code",
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      "the-agent-native-company",
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      "the-ai-engineer-s-guide-to-raising-vc-dani-grant-jam-chelcie-taylor-notable-capital",
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      "the-art-science-of-benchmarking-agents",
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      "the-bitter-layout-or-how-i-learned-to-love-the-model-picker",
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      "the-era-of-compound-engineering",
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      "the-future-of-evals-ankur-goyal-braintrust",
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      "the-last-human-code-review-building-trust-in-ai-generated-code",
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      "the-state-of-model-routing-nvidia-cognition-openrouter",
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      "to-the-moon-navigating-deep-context-in-legacy-code-with-augment-agent",
      "trading-desks-to-clinical-trials-parallels-in-applied-vertical-ai",
      "understanding-ai-stakes-to-break-production-code",
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      "vending-bench-long-horizon-agent-evals-lukas-petersson-andon-labs",
      "vibes-won-t-cut-it",
      "viktor-ai-coworker-that-lives-in-slack",
      "voice-ai-your-bot-isn-t-special",
      "what-data-from-20-million-pull-requests-reveal-about-ai-transformation",
      "what-we-learned-deploying-ai-within-bloomberg-s-engineering-organization",
      "what-we-learned-from-a-year-of-building-with-llms",
      "why-your-product-needs-an-ai-product-manager-and-why-it-should-be-you",
      "wtf-do-people-use-open-models-for",
      "wtf-is-the-context-layer-the-missing-infrastructure-for-production-agents",
      "you-can-t-prompt-the-room-the-last-skill-ai-won-t-replace",
      "your-ai-agent-isn-t-an-engineer-the-art-of-thoughtful-anthropomorphism",
      "your-fine-tuned-model-is-tech-debt-a-50x-roi-house-of-cards",
      "your-llm-stack-is-a-2008-database-with-better-marketing",
      "your-moat-is-your-data-model",
      "your-support-team-should-ship-code"
    ]
  },
  {
    "slug": "other-unclassified",
    "name": "Other / unclassified",
    "url": "https://ai.engineer/topics/other-unclassified",
    "description": null,
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      "agents-need-receipts-not-more-tool-calls-505635",
      "ai-didn-t-kill-the-web-it-moved-in-olivier-leplus-aws-yohan-lasorsa-microsoft",
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      "ai-engineering-101",
      "ai-engineering-with-the-google-gemini-2-5-model-family",
      "ai-engineering-without-borders",
      "ai-kernel-generation-what-s-working-what-s-not-what-s-next",
      "ai-on-your-lakehouse-context-comes-in-shapes-not-queries",
      "ai-pipelines-and-agents-in-pure-typescript-with-mastra-ai",
      "ai-powered-entomology-lessons-from-millions-of-ai-code-reviews",
      "announcing-the-ai-engineer-network",
      "automating-escrow-with-usdc-and-ai",
      "automating-large-scale-refactors-with-parallel-agents",
      "autonomous-agents-for-scientific-tasks-sina-shahandeh-radicait",
      "best-practices-for-evaluating-large-language-model-applications-with-llmeval-niklas-nielsen",
      "beyond-code-coverage-functionality-testing-with-playwright",
      "bolt-new-how-we-scaled-0-20m-arr-in-60-days-with-15-people",
      "breaking-the-chain-agent-continuations-for-resumable-ai-workflows",
      "build-ai-systems-for-discernment-not-approval-angel-ortmann-lee-duolingo",
      "build-evaluate-and-deploy-a-rag-based-retail-copilot-with-azure-ai",
      "build-your-first-demand-driven-context-base-let-ai-agents-tell-you-what-they-need",
      "building-a-chess-coach",
      "building-an-autonomous-engineering-org",
      "building-great-agent-skills",
      "building-intelligent-research-agents-with-manus",
      "building-multimodal-ai-agents-from-scratch",
      "case-study-deep-dive-telemedicine-support-agents-with-langgraph-mcp",
      "ci-in-the-era-of-ai-from-unit-tests-to-stochastic-evals",
      "claude-code-the-evolution-of-agentic-coding",
      "claude-plays-minecraft-introducing-a-real-world-serverless-ai-to-a-virtual-world",
      "code-generation-and-maintenance-at-scale",
      "cognitive-exhaust-fumes-or-read-only-ai-is-underrated-simon-podhajsky-head-of-ai-waypoint",
      "cognitive-shield-real-time-real-smart-rachna-srivastava",
      "compression-at-the-edge",
      "context-is-the-new-code",
      "continual-learning-for-ai-agents-from-failures-to-durable-improvements-soheil-feizi-relai",
      "designing-ai-to-scale-human-thought",
      "developing-taste-in-coding-agents-applied-meta-neuro-symbolic-rl-ahmad-awais-command-code",
      "don-t-get-one-shotted-use-ai-to-test-review-merge-and-deploy-code-tomas-reimers-graphite",
      "don-t-let-the-llm-drive-ornella-bahidika-joel-allou-microsoft",
      "dream-machine-scaling-to-1m-users-in-4-days-keegan-mccallum-luma-ai",
      "evals-driven-development-engineering-a-mental-health-ai-coach-ethically-safely",
      "evaluating-ai-agents",
      "everything-is-ugly-so-go-build-something-that-isn-t",
      "everything-you-need-to-know-about-agent-observability",
      "first-steps-toward-automated-ai-research",
      "fixing-bugs-in-gemma-llama-phi-3",
      "forward-deployed-engineering-at-cursor-pauline-brunet",
      "from-arc-to-dia-lessons-learned-in-building-ai-browser",
      "from-copilot-to-colleague-building-trustworthy-productivity-agents-for-high-stakes-work",
      "from-systems-of-record-to-systems-of-context",
      "from-tokens-to-cells-foundation-models-for-single-cell-biology-akram-baharlouei-altos-labs",
      "frontier-feud",
      "function-calling-is-all-you-need",
      "future-of-knowledge-assistants",
      "general-purpose-robots-as-professional-chefs",
      "github-copilot-the-world-s-most-widely-adopted-ai-developer-tool-repeat",
      "government-agents-ai-agents-meet-tough-regulations-mark-myshatyn-los-alamos-national-laboratory",
      "gpt-web-app-generator-10-000-apps-created-in-a-month-matija-sosic",
      "gpu-less-trust-less-limit-less-reimagining-the-confidential-ai-cloud",
      "hasura-launch-realtime-data-connectivity-for-ai",
      "how-intuit-uses-llms-to-explain-taxes-to-millions-of-taxpayers",
      "how-lovable-self-improves-every-hour",
      "how-to-build-an-ai-strategy-that-fails",
      "how-to-look-at-your-data-what-to-look-for-how-to-measure",
      "imagination-engineering",
      "infinite-software-crisis",
      "information-retrieval-from-the-ground-up",
      "insights-on-building-ai-teams",
      "intelligence-continual-learning-expertise",
      "just-do-it-let-your-tools-think-for-themselves-robert-chandler",
      "latent-space-paper-club-aiewf-special-edition-test-of-time-deepseek-r1-v3-vibhu-sapra",
      "learned-execution-graphs-for-anomaly-detection-drift-in-apis-ritvik-pandya-jp-morgan-chase",
      "let-llms-wander-engineering-rl-environments-stefano-fiorucci",
      "let-s-go-bananas-with-genmedia",
      "local-agentic-theory-for-mobile-games-shafik-quoraishee-joanne-song-the-new-york-times",
      "machines-of-buying-selling-grace",
      "make-your-llm-app-a-domain-expert-how-to-build-an-llm-native-expert-system",
      "mcp-is-all-you-need",
      "moondream-how-does-a-tiny-vision-model-slap-so-hard",
      "move-fast-break-nothing",
      "my-ai-thinks-i-m-eating-my-feelings-and-other-nutritional-insights",
      "navigating-challenges-and-technical-debt-in-llms-deployment",
      "on-curiosity-sharif-shameem-lexica",
      "one-model-to-rule-recommendations-netflix-s-big-bet",
      "open-challenges-for-ai-engineering",
      "pruning-agent-skills",
      "pydantic-is-still-all-you-need",
      "real-time-experiments-with-an-ai-co-scientist",
      "research-to-reality-with-google-deepmind",
      "reverse-engineering-a-viking-voip-phone-protocol-with-claude-code-boris-starkov-elevenlabs",
      "reviewdebt-a-practical-framework-for-scoring-every-pull-request-sachin-gupta-ebay",
      "running-ai-application-in-minutes-quick-start-with-ai-templates-ee4087",
      "running-gemma-4-on-device-40-tokens-s-on-iphone-with-mlx",
      "scaling-up-continual-learning",
      "second-order-effects",
      "see-hear-speak-draw",
      "semantic-blindness-500-000-sensors-confused-an-llm-raahul-singh-vanc-levstik-phaidra",
      "shift-left-how-to-become-an-ai-engineer-from-a-full-stack-background",
      "software-engineering-ai",
      "specifications-are-the-new-code",
      "state-of-data",
      "state-of-the-union-why-local-why-now",
      "stop-ai-agent-hallucinations-5-techniques-production-patterns-elizabeth-fuentes-leone-aws",
      "stop-babysitting-your-agents-building-a-context-engine-for-mergeable-code",
      "stop-evaluating-models-like-it-s-the-50s-alejandro-vidal-mindmakers",
      "stop-guessing-build-robust-ai-with-layered-cot",
      "stop-ordering-ai-takeout-a-cookbook-for-winning-when-you-build-in-house",
      "stop-writing-tone-instructions-layer-them",
      "taste-craft-a-conversation-with-tuomas-artman-cto-of-linear-and-gergely-orosz-of-the-pragmatic-e",
      "the-2025-ai-engineering-report-barr-yaron-amplify-partners",
      "the-2026-state-of-ai-engineering-barr-yaron-amplify-partners",
      "the-age-of-the-agent",
      "the-art-science-of-benchmarking-agents",
      "the-base-model-is-dead",
      "the-billable-hour-is-dead-long-live-the-billable-hour",
      "the-code-ai-maturity-model-and-what-it-means-for-you",
      "the-cure-for-the-vibe-coding-hangover",
      "the-dark-arts-of-web-automation-teaching-agents-to-use-websites-like-humans",
      "the-desktop-frontier-ahmad-osman-osmantic",
      "the-end-of-apps",
      "the-engineer-of-the-future-is-the-person-who-is-able-to-choose-what-is-worth-doing-addy-osmani",
      "the-friction-is-your-judgment",
      "the-future-of-work",
      "the-golden-age-of-ai-engineering",
      "the-making-of-devin",
      "the-many-ends-of-programming",
      "the-multimodal-future-of-education",
      "the-new-application-layer",
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      "the-unofficial-guide-to-apple-s-private-cloud-compute",
      "the-weekend-ai-engineer",
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      "trading-desks-to-clinical-trials-parallels-in-applied-vertical-ai",
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      "unveiling-the-latest-gemma-model-advancements",
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      "voiceops-fying-low-latency-intelligence-extraction-from-messy-audio-streams-dippu-kumar-singh",
      "we-gave-an-agent-production-code-access-and-then-tried-to-sleep-at-night",
      "what-data-from-20-million-pull-requests-reveal-about-ai-transformation",
      "what-does-done-even-mean-agents-and-paperclip-s-liveness-model-dotta-paperclip",
      "where-ai-is-superhuman-the-right-jobs-to-automate-with-llms",
      "which-jobs-can-be-replaced-today",
      "why-and-how-you-need-to-sandbox-ai-generated-code-harshil-agrawal-cloudflare",
      "why-bolt-new-won-and-most-devtools-ai-pivots-failed-victoria-melnikova",
      "why-eval-is-the-next-great-compute-primitive-sunil-pai-matt-carey-cloudflare",
      "why-rust-is-the-ideal-language-for-vibe-coding",
      "why-we-don-t-need-more-data-centers",
      "why-your-agent-disagrees-with-itself-and-what-to-do-about-it",
      "why-your-ai-ux-is-broken-and-it-s-not-the-model-s-fault",
      "wisdom-driven-knowledge-augmented-generation-at-scale",
      "you-can-t-prompt-the-room-the-last-skill-ai-won-t-replace",
      "your-agent-didn-t-fail-your-harness-did",
      "your-agent-failed-in-prod-good-luck-reproducing-it",
      "your-agent-is-wasting-tokens-and-you-don-t-know-it",
      "your-llm-deception-monitor-is-broken-the-fix-is-in-the-training-data-sachin-kumar-lexisnexis",
      "your-llm-ran-out-of-knowledge-now-what"
    ]
  },
  {
    "slug": "developer-workflows-and-testing",
    "name": "Developer workflows and testing",
    "url": "https://ai.engineer/topics/developer-workflows-and-testing",
    "description": null,
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      "agentcraft-putting-the-orc-in-agent-orchestration",
      "agentic-engineering-working-with-ai-not-just-using-it-brendan-o-leary",
      "agents-building-agents",
      "agents-don-t-do-standups-building-the-post-engineer-engineering-org",
      "agents-on-the-canvas-in-tldraw",
      "ai-agents-meet-test-driven-development",
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      "ai-didn-t-kill-the-web-it-moved-in-olivier-leplus-aws-yohan-lasorsa-microsoft",
      "ai-engineering-101",
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      "ai-powered-entomology-lessons-from-millions-of-ai-code-reviews",
      "amazon-agi",
      "announcing-the-ai-engineer-network",
      "backlog-md-terminal-kanban-board-for-managing-tasks-with-ai-agents-alex-gavrilescu-funstage",
      "bdd-adr-prd-wtf-capturing-decisions-for-humans-and-ai-alike-michal-cichra-safe-intelligence",
      "bending-a-public-mcp-server-without-breaking-it-nimrod-hauser-baz",
      "beyond-code-coverage-functionality-testing-with-playwright",
      "beyond-the-prototype-using-ai-to-write-high-quality-code",
      "bringing-agents-onto-the-world-wide-web",
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      "build-systems-not-code",
      "build-your-first-demand-driven-context-base-let-ai-agents-tell-you-what-they-need",
      "building-agents-with-mcp",
      "building-an-autonomous-engineering-org",
      "building-durable-agents-with-workflow-devkit-ai-sdk",
      "building-scaling-an-ai-agent-swarm-of-low-latency-real-time-voice-bots",
      "building-the-platform-for-agent-coordination",
      "building-with-anthropic-s-claude-the-prompt-doctor-is-in",
      "bypassing-the-multimodal-tax-framework-free-hybrid-rag-raw-sql-rrf-and-live-ui-telemetry",
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      "ci-in-the-era-of-ai-from-unit-tests-to-stochastic-evals",
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      "deepswe-a-contamination-resistant-coding-benchmark-james-shi-datacurve",
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      "everything-we-knew-about-software-has-changed-theo-browne",
      "evolving-claude-apis-for-agents",
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      "from-model-weights-to-api-endpoint-with-tensorrt-llm",
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      "gadgets-personal-app-vibe-coding-that-is-actually-safe",
      "generative-ui-for-mcp",
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      "github-copilot-the-world-s-most-widely-adopted-ai-developer-tool-repeat",
      "github-s-ai-powered-security-platform",
      "gpt-web-app-generator-10-000-apps-created-in-a-month-matija-sosic",
      "graph-intelligence-enhance-reasoning-and-retrieval-using-graph-analytics",
      "graphrag-methods-to-create-optimized-llm-context-windows-for-retrieval-jonathan-larson-microsoft",
      "hard-won-lessons-from-building-effective-ai-coding-agents",
      "harness-engineering",
      "how-agents-broke-app-level-infrastructure",
      "how-building-with-ai-can-double-the-throughput-of-your-engineering-team",
      "how-coding-agents-change-software-development-forever-hailong-zhang",
      "how-google-deepmind-runs-agents-at-scale-kp-sawhney-ian-ballantyne-google-deepmind",
      "how-lovable-self-improves-every-hour",
      "how-to-add-secure-code-interpreting-in-your-ai-app",
      "how-to-build-an-ai-native-health-company",
      "how-to-construct-domain-specific-llm-evaluation-systems",
      "how-to-kill-the-code-review",
      "hyperspace-more-nodes-is-all-you-need",
      "infra-that-fixes-itself-thanks-to-coding-agents-mahmoud-abdelwahab-railway",
      "introducing-strands-agents-an-open-source-ai-agents-sdk",
      "lawrence-jones-fighting-ai-with-ai",
      "long-tasks-and-experienced-open-source-dev-productivity",
      "loop-engineering-from-first-principles",
      "make-your-own-event-sourced-agent-harness-using-stream-processors",
      "making-codebases-agent-ready",
      "mcp-mega-context-problem-matt-carey",
      "memory-masterclass-make-your-ai-agents-remember-what-they-do-mark-bain-aius",
      "mergeable-by-default-building-the-context-engine-to-save-time-and-tokens",
      "mind-the-gap-in-your-agent-observability",
      "move-fast-break-nothing",
      "moving-away-from-agile-what-s-next",
      "one-developer-two-dozen-agents-zero-alignment-why-we-need-collaborative-ai-engineering",
      "pragmatic-ai-with-typechat",
      "proactive-agents",
      "prototyping-as-leadership-how-a-cto-ships-with-ai-agents",
      "pydantic-is-still-all-you-need",
      "ralph-loops-build-dumb-ai-loops-that-ship",
      "real-world-mcps-in-github-copilot-agent-mode",
      "remobi-app-don-t-change-your-terminal-workflow-for-mobile",
      "replacing-12k-loc-with-a-200-loc-skill",
      "reviewdebt-a-practical-framework-for-scoring-every-pull-request-sachin-gupta-ebay",
      "rl-for-autonomous-coding-aakanksha-chowdhery-reflection-ai",
      "rlm-recursive-language-models-for-large-codebases",
      "scaling-agents-on-kubernetes-with-acpx-and-acp",
      "self-driving-products-product-signals-to-pull-requests",
      "self-evolving-code-with-ai-enhancing-quality-and-security-in-ci",
      "ship-production-software-in-minutes-not-months",
      "shipping-complex-ai-applications-braintrust-trainline",
      "skill-issue-how-we-used-ai-to-make-agents-actually-good-at-supabase",
      "software-development-agents-what-works-and-what-doesn-t",
      "software-fundamentals-for-ai-coding",
      "spec-driven-development-agentic-coding-at-faang-scale-and-quality-al-harris-amazon-kiro",
      "stateful-agents-full-workshop-with-redacted-username-packer-of-letta-and-memgpt",
      "taming-rogue-ai-agents-with-observability-driven-evaluation",
      "taste-craft-a-conversation-with-tuomas-artman-cto-of-linear-and-gergely-orosz-of-the-pragmatic-e",
      "teaching-coding-agents-to-do-spreadsheets",
      "the-3-pillars-of-autonomy-michele-catasta-replit",
      "the-a-to-z-of-building-ai-agents",
      "the-agent-awakens-collaborative-development-with-copilot",
      "the-ai-bugpocalypse-is-here-now-what",
      "the-code-ai-maturity-model-and-what-it-means-for-you",
      "the-emerging-skillset-of-wielding-coding-agents",
      "the-era-of-compound-engineering",
      "the-future-is-domain-specific-agents",
      "the-future-of-qwen-a-generalist-agent-model",
      "the-great-loops-debate-dex-horthy-geoff-huntley-ian-livingstone-greg-pstrucha-moderated-by-allie",
      "the-last-human-code-review-building-trust-in-ai-generated-code",
      "the-llm-triangle-engineering-principles-for-robust-ai-applications",
      "the-making-of-devin",
      "the-missing-layer-after-launch",
      "the-missing-primitive-for-agent-swarms",
      "the-robots-are-coming-for-your-job-and-that-s-okay",
      "the-state-of-ai-code-quality-hype-vs-reality",
      "the-unreasonable-effectiveness-of-prompt-learning",
      "the-unreasonable-effectiveness-of-separating-the-task-from-the-model",
      "the-weekend-ai-engineer",
      "through-the-ai-fog-the-architectural-decision-the-next-24-months-of-agentic-security-depends-on",
      "tldraw-computer",
      "user-signal-die-at-the-retrieval-boundary",
      "using-agents-to-build-an-agent-company",
      "using-oss-models-to-build-ai-apps-with-millions-of-users",
      "using-spec-driven-development-for-production-workflows",
      "velocity-sickness-what-happens-when-your-whole-team-gets-10x-faster",
      "vibe-coding-at-scale-customizing-ai-assistants-for-enterprise-environments-harald-kirschner",
      "vibe-engineering-effect-apps",
      "we-gave-an-agent-production-code-access-and-then-tried-to-sleep-at-night",
      "we-vetted-2-000-ai-skills-before-they-reached-developers",
      "what-data-from-20-million-pull-requests-reveal-about-ai-transformation",
      "what-if-the-harness-mattered-more-than-the-model-aditya-bhargava-etsy",
      "why-eval-is-the-next-great-compute-primitive-sunil-pai-matt-carey-cloudflare",
      "windsurf-everywhere-doing-everything-all-at-once",
      "you-can-t-prompt-the-room-the-last-skill-ai-won-t-replace",
      "your-agent-didn-t-fail-your-harness-did",
      "your-attention-is-the-bottleneck-not-your-agents-zack-proser-workos",
      "your-coding-agent-just-got-cloned-and-your-brain-isn-t-ready",
      "your-finance-agent-s-bottleneck-is-you",
      "your-support-team-should-ship-code"
    ]
  },
  {
    "slug": "observability-and-reliability",
    "name": "Observability and reliability",
    "url": "https://ai.engineer/topics/observability-and-reliability",
    "description": null,
    "talkSlugs": [
      "12-factor-agents",
      "3-ingredients-for-building-reliable-enterprise-agents",
      "7-habits-of-highly-effective-generative-ai-evaluations",
      "agents-are-built-at-the-fringe-getting-from-90-to-100",
      "agents-building-agents",
      "ai-agents-for-performance-ship-faster-pay-less",
      "ai-agents-meet-test-driven-development",
      "ai-engineering-201-inference",
      "always-on-agents-run-production-without-the-on-call-tax",
      "break-it-til-you-make-it-building-the-self-improving-stack-for-ai-agents",
      "breaking-the-chain-agent-continuations-for-resumable-ai-workflows",
      "build-a-prompt-learning-loop",
      "build-for-the-memo-not-the-demo-notes-from-200-investment-committees",
      "build-your-first-demand-driven-context-base-let-ai-agents-tell-you-what-they-need",
      "building-a-chess-coach",
      "building-applications-with-ai-agents",
      "building-closed-loop-evals-for-a-multimodal-agent-at-uber-scale",
      "building-deterministic-infrastructure-for-non-deterministic-ai-agents",
      "building-durable-agents-with-workflow-devkit-ai-sdk",
      "building-durable-production-ready-agents-with-openai-sdk-and-temporal",
      "building-scaling-an-ai-agent-swarm-of-low-latency-real-time-voice-bots",
      "bypassing-the-multimodal-tax-framework-free-hybrid-rag-raw-sql-rrf-and-live-ui-telemetry",
      "chat-and-citations-won-t-save-your-vertical-ai",
      "code-world-model-building-world-models-for-computation",
      "compute-system-design-for-next-generation-frontier-models",
      "conquering-agent-chaos",
      "context-platform-engineering-to-reduce-token-anxiety-val-bercovici-and-callan-fox-weka",
      "designing-agents-the-floor-is-the-frontier",
      "dspy-the-end-of-prompt-engineering",
      "effective-ai-agents-need-data-flywheels-not-the-next-biggest-llm-sylendran-arunagiri-nvidia",
      "efficient-reinforcement-learning",
      "emulated-the-data-for-fully-autonomous-software-engineers-and-companies",
      "ending-ai-slop",
      "evaluating-ai-agents",
      "everything-you-need-to-know-about-agent-observability",
      "feedback-loops-are-all-you-need",
      "from-agent-traces-to-agent-simulations-rustem-feyzkhanov-snorkel-ai",
      "from-chaos-to-choreography-multi-agent-orchestration-patterns-that-actually-work-sandipan-bhaumi",
      "from-mcp-to-scale-pipelines-that-build-themselves",
      "from-rl-to-irl-gaurav-mishra-amazon-agi-lab",
      "from-signal-to-pr-anatomy-of-a-self-improving-agent",
      "fuzzing-in-the-genai-era",
      "hacking-subagents-into-codex-cli-brian-john-betterup",
      "how-agent-o11y-differs-from-traditional-o11y",
      "how-agents-broke-app-level-infrastructure",
      "how-google-deepmind-runs-agents-at-scale-kp-sawhney-ian-ballantyne-google-deepmind",
      "how-to-look-at-your-data-what-to-look-for-how-to-measure",
      "how-transformers-finally-ate-vision",
      "how-we-built-zeta2-training-an-edit-prediction-model-in-production-ben-kunkle-zed",
      "how-we-solved-context-management-in-agents-sally-ann-delucia",
      "how-zapier-builds-ai-products-and-features-with-the-help-of-braintrust",
      "human-seeded-evals-samuel-colvin-pydantic",
      "hypermode-launch",
      "improving-agents-is-a-data-mining-problem",
      "infra-behind-krea-2-how-to-train-and-serve-at-scale",
      "judge-the-judge-building-llm-evaluators-that-actually-work-with-gepa-mahmoud-mabrouk-agenta-ai",
      "judging-llms",
      "keynote-the-ai-developer-experience-doesn-t-have-to-suck-why-and-how-we-built-modal",
      "learned-execution-graphs-for-anomaly-detection-drift-in-apis-ritvik-pandya-jp-morgan-chase",
      "lessons-from-building-linkedin-s-genai-platform",
      "let-s-talk-about-fomat-fear-of-missing-agent-time",
      "llm-observability-evaluation-experimentation-platform-dat-ngo-arize-ai",
      "magic-editor-under-the-hood-weaving-generative-ai-into-a-billion-user-app",
      "making-open-models-10x-faster-and-better-for-modern-application-innovation",
      "mind-the-gap-in-your-agent-observability",
      "missing-pieces-of-workflow-automation",
      "on-ai-and-knowledge",
      "openllmetry-is-all-you-need",
      "openthoughts-data-recipes-for-reasoning-models",
      "practical-tactics-to-build-reliable-ai-apps-dmitry-kuchin-multinear",
      "production-software-keeps-breaking-and-it-will-only-get-worse-here-s-how-traversal-is-fixing-it",
      "pruning-agent-skills",
      "rethinking-environments-for-long-horizon-work",
      "scaling-ai-in-education-a-khanmigo-case-study",
      "security-firewall-for-agents",
      "ship-agents-that-ship-a-hands-on-workshop-for-swe-agent-builders",
      "ship-production-software-in-minutes-not-months",
      "shipping-an-enterprise-voice-ai-agent-in-100-days",
      "shipping-complex-ai-applications-braintrust-trainline",
      "software-engineering-is-becoming-plan-and-review",
      "spreadsheets-are-all-you-need-decoding-the-decoder-llm-without-de-code",
      "stop-evaluating-models-like-it-s-the-50s-alejandro-vidal-mindmakers",
      "the-2025-ai-engineering-report-barr-yaron-amplify-partners",
      "the-2026-state-of-ai-engineering-barr-yaron-amplify-partners",
      "the-agent-development-life-cycle",
      "the-agentic-ai-engineer",
      "the-build-operate-divide-bridging-product-vision-and-ai-operational-reality",
      "the-demo-i-wish-i-d-had-openai-s-agents-sdk-serverless",
      "the-devops-engineer-who-never-sleeps",
      "the-missing-layer-after-launch",
      "the-production-ai-playbook-deploying-agents-at-enterprise-scale",
      "thinking-deeper-in-gemini",
      "trading-desks-to-clinical-trials-parallels-in-applied-vertical-ai",
      "trust-but-verify",
      "trust-but-verify-high-fidelity-reasoning-in-agentic-workflows",
      "turning-fails-into-features-zapier-s-hard-won-eval-lessons",
      "using-rl-based-agent-to-detect-and-remediate-etl-pipeline-failures",
      "vending-bench-long-horizon-agent-evals-lukas-petersson-andon-labs",
      "vision-zero-bugs",
      "what-breaks-when-you-build-ai-under-sovereignty-constraints",
      "what-do-models-still-suck-at",
      "what-if-the-network-was-the-sandbox",
      "what-we-learned-deploying-ai-within-bloomberg-s-engineering-organization",
      "why-mlx",
      "why-your-agents-need-decision-traces-not-just-documents-zach-blumenfeld-neo4j",
      "your-agent-evolved-your-evals-didn-t",
      "your-agent-failed-in-prod-good-luck-reproducing-it",
      "your-agent-is-wasting-tokens-and-you-don-t-know-it",
      "your-agents-need-a-save-button",
      "your-ai-product-will-fail-unless-you-can-explain-it",
      "your-llm-deception-monitor-is-broken-the-fix-is-in-the-training-data-sachin-kumar-lexisnexis"
    ]
  },
  {
    "slug": "data-and-model-adaptation",
    "name": "Data and model adaptation",
    "url": "https://ai.engineer/topics/data-and-model-adaptation",
    "description": null,
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      "a-taxonomy-for-next-generation-reasoning-models",
      "agent-reinforcement-fine-tuning",
      "agents-are-robots-too-what-self-driving-taught-me-about-building-agents-jesse-hu-abundant",
      "agents-need-more-than-a-chat",
      "agi-the-path-forward",
      "ai-frontiers-in-trust-and-safety-combatting-multifaceted-harm-on-tinder-at-scale",
      "beyond-apis-how-ai-web-agents-are-automating-the-long-tail-of-knowledge-work",
      "bringing-continual-learning-into-enterprises",
      "building-ai-powered-developer-tools-at-jane-street",
      "building-cursor-composer",
      "building-generative-image-video-models-at-scale",
      "computer-use-2-0-agents-just-got-multi-cursor",
      "continual-learning-for-ai-agents-from-failures-to-durable-improvements-soheil-feizi-relai",
      "creating-agents-that-co-create",
      "data-and-environment-curation-for-post-training-llms",
      "data-is-your-differentiator-building-secure-and-tailored-ai-systems",
      "data-quality-is-the-compute-multiplier",
      "decoding-mistral-ai-s-large-language-models",
      "developing-taste-in-coding-agents-applied-meta-neuro-symbolic-rl-ahmad-awais-command-code",
      "domain-adaptation-and-fine-tuning-for-domain-specific-llms",
      "don-t-be-data-poor",
      "efficient-reinforcement-learning",
      "emulated-the-data-for-fully-autonomous-software-engineers-and-companies",
      "ending-ai-slop",
      "everything-you-need-to-know-about-finetuning-and-merging-llms",
      "five-hard-earned-lessons-about-evals",
      "fixing-bugs-in-gemma-llama-phi-3",
      "from-rl-to-irl-gaurav-mishra-amazon-agi-lab",
      "fuzzing-in-the-genai-era",
      "how-evals-and-prompts-shape-agent-behavior-preetika-bhateja-daniel-bump-youtube-ads",
      "how-forward-deployed-engineering-is-done-redacted-username-kepler",
      "how-to-train-your-agent-building-reliable-agents-with-rl",
      "how-we-scaled-500m-ai-agents-in-production-with-2-engineers",
      "how-web-data-infrastructure-powers-the-next-generation-of-ai",
      "improving-agents-is-a-data-mining-problem",
      "latent-space-paper-club-aiewf-special-edition-test-of-time-deepseek-r1-v3-vibhu-sapra",
      "learning-on-the-job-the-future-of-post-training",
      "let-llms-wander-engineering-rl-environments-stefano-fiorucci",
      "llm-observability-evaluation-experimentation-platform-dat-ngo-arize-ai",
      "llm-quality-optimization-bootcamp",
      "low-level-technicals-of-llms",
      "model-maxxing-rft-dpo-sft-fine-tuning-with-openai-ilan-bigio-openai",
      "modern-post-training-a-deep-dive-will-brown-prime-intellect",
      "no-code-fine-tuning-mark-hennings",
      "openthoughts-data-recipes-for-reasoning-models",
      "persona-engineering-a-field-guide-to-ai-synthetic-personas-ishan-anand-insightsciences-ai",
      "production-ready-rag",
      "productionizing-genai-models-lessons-from-the-world-s-best-ai-teams",
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      "recursive-model-improvement",
      "reinforcement-learning-without-verifiable-rewards-will-brown-prime-intellect",
      "rl-environments-at-scale",
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      "rl-quantization-agents",
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      "scaling-reinforcement-learning-lessons-from-trillion-token-deployments-at-fortune-500s",
      "scaling-to-long-horizons",
      "scaling-up-continual-learning",
      "serving-voice-ai-at-1-hr-open-source-loras-latency-load-balancing",
      "sovereign-escape-velocity-ownership-with-open-models-gus-martins-and-ian-ballantyne-google-deepm",
      "stateful-environments-for-vertical-agents-josh-purtell-synth-labs",
      "stop-making-models-bigger-make-them-behave-kobie-crawford-snorkel",
      "stuffing-context-is-not-memory-updating-weights-is",
      "taking-reinforcement-learning-cross-datacenter",
      "task-fidelity-scaling-laws-kobie-crawford-snorkel-ai",
      "text-diffusion-brendan-o-donoghue-google-deepmind",
      "the-base-model-is-dead",
      "the-genai-maturity-curve-or-you-probably-don-t-need-fine-tuning",
      "the-hierarchy-of-needs-for-training-dataset-development",
      "the-messy-reality-of-scale-synthetic-data-and-pre-training",
      "the-miranda-hypothesis-how-hamilton-the-musical-poisoned-your-persona-evals",
      "the-missing-layer-design-taste-in-ai-agents",
      "thinking-deeper-in-gemini",
      "tlms-tiny-llms-and-agents-on-edge-devices-with-litert-lm",
      "training-agentic-reasoners",
      "training-albatross-an-expert-finance-llm",
      "trust-but-verify-high-fidelity-reasoning-in-agentic-workflows",
      "understanding-ai-stakes-to-break-production-code",
      "vision-ai-in-2025-peter-robicheaux-roboflow",
      "what-rl-means-for-agents",
      "what-s-next-after-rlhf",
      "when-agents-meet-physical-data-the-other-physics-of-agent-harnesses",
      "which-jobs-can-be-replaced-today",
      "why-off-the-shelf-ai-doesn-t-understand-money",
      "you-might-not-need-50-diffusion-steps",
      "your-coding-agent-should-do-ai-system-engineering",
      "your-fine-tuned-model-is-tech-debt-a-50x-roi-house-of-cards",
      "your-llm-deception-monitor-is-broken-the-fix-is-in-the-training-data-sachin-kumar-lexisnexis",
      "z-ai-glm-4-6-what-we-learned-from-100-million-open-source-downloads-yuxuan-zhang-z-ai"
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  {
    "slug": "vision-and-video",
    "name": "Vision and video",
    "url": "https://ai.engineer/topics/vision-and-video",
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      "a-practical-guide-to-efficient-ai",
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      "blender-mcp-and-the-future-of-creative-tools-siddharth-ahuja",
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      "building-an-agentic-platform",
      "building-with-anthropic-s-claude-the-prompt-doctor-is-in",
      "building-your-own-secure-ai-workflows-human-in-the-loop-automation-with-n8n",
      "buy-now-maybe-pay-later-dealing-with-prompt-tax-while-staying-at-the-frontier-andrew-thompson",
      "chatgpt-is-poorly-designed-so-i-fixed-it",
      "comfyui-workshop-with-comfyanonymous-and-jedrick-kosinski",
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      "data-quality-is-the-compute-multiplier",
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      "from-text-to-vision-to-voice-exploring-multimodality-with-openai",
      "from-tokens-to-cells-foundation-models-for-single-cell-biology-akram-baharlouei-altos-labs",
      "gemma-4-deep-dive-cassidy-hardin-google-deepmind",
      "gemma-deepmind-s-family-of-open-models",
      "good-design-hasn-t-changed-with-ai",
      "gpu-cloud-deployment-without-leaving-your-ide-audry-hsu-runpod",
      "how-to-talk-to-statues-joe-reeve-elevenlabs",
      "how-transformers-finally-ate-vision",
      "how-web-data-infrastructure-powers-the-next-generation-of-ai",
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      "from-text-to-vision-to-voice-exploring-multimodality-with-openai",
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      "the-multimodal-future-of-education",
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    "name": "Industry applications",
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      "milliseconds-to-magic-real-time-workflows-using-the-gemini-live-api-and-pipecat",
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      "paying-engineers-like-salespeople",
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      "the-future-is-domain-specific-agents",
      "the-geopolitics-of-ai-infrastructure",
      "the-multimodal-future-of-education",
      "the-new-primitives-building-ai-native-software",
      "the-next-medium-why-real-time-interactive-video-changes-everything-ahmed-ahres-reactor",
      "the-next-unicorns-7-top-ai-startups-from-the-hf0-residency",
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      "verifiable-environments-for-ai-in-biology-kenny-workman-latchbio",
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      "why-you-should-care-about-ai-interpretability",
      "why-your-agents-need-decision-traces-not-just-documents-zach-blumenfeld-neo4j",
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    ]
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    "url": "https://ai.engineer/topics/finance",
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      "challenges-to-scaling-agents-for-generative-ai-products",
      "connecting-the-dots-with-context-graphs",
      "e-values-evaluating-the-values-of-ai",
      "forget-rag-pipelines-build-production-ready-ai-agents-in-15-minutes",
      "how-blackrock-builds-custom-knowledge-apps-at-scale",
      "how-kepler-built-verifiable-ai-for-financial-services",
      "how-to-build-planning-agents-without-losing-control-yogendra-miraje-factset",
      "how-we-scaled-500m-ai-agents-in-production-with-2-engineers",
      "hybridrag-a-fusion-of-graph-and-vector-retrieval-to-enhance-data-interpretation",
      "ionic-launch-opening-the-economy-to-ai-agents",
      "learned-execution-graphs-for-anomaly-detection-drift-in-apis-ritvik-pandya-jp-morgan-chase",
      "let-s-integrate-ai-agents-in-event-sourced-systems",
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      "platforms-for-humans-and-machines-engineering-for-the-age-of-agents-juan-herreros-elorza",
      "rag-evaluation-is-broken-here-s-why-and-how-to-fix-it",
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      "stop-ai-agent-hallucinations-5-techniques-production-patterns-elizabeth-fuentes-leone-aws",
      "stop-making-models-bigger-make-them-behave-kobie-crawford-snorkel",
      "stop-using-rag-as-memory",
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      "the-production-ai-playbook-deploying-agents-at-enterprise-scale",
      "the-rise-of-the-agentic-economy-on-the-shoulders-of-mcp",
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      "trust-but-verify-high-fidelity-reasoning-in-agentic-workflows",
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      "bounded-autonomy-between-free-will-and-determinism",
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      "building-generative-image-video-models-at-scale",
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      "how-google-deepmind-is-researching-the-next-frontier-of-ai-for-gemini-raia-hadsell-vp-of-researc",
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      "from-tokens-to-cells-foundation-models-for-single-cell-biology-akram-baharlouei-altos-labs",
      "gpu-less-trust-less-limit-less-reimagining-the-confidential-ai-cloud",
      "guardrails-first-engineering-member-facing-health-ai",
      "healthcare-s-agent-bytecode-x12-as-the-harness-for-ai-agents",
      "how-to-build-an-ai-native-health-company",
      "how-to-build-trustworthy-ai",
      "how-to-leverage-domain-expertise-chris-lovejoy-notius-labs",
      "llm-safeguards-security-privacy-compliance-anti-hallucination",
      "make-your-llm-app-a-domain-expert-how-to-build-an-llm-native-expert-system",
      "mission-critical-evals-at-scale-learnings-from-100-000-medical-decisions",
      "shipping-ai-to-a-million-patients-without-an-a-b-test",
      "why-your-enterprise-tech-stack-isn-t-ready-for-ai-agents-and-what-to-build-instead"
    ]
  },
  {
    "slug": "coding-agents",
    "name": "Coding agents",
    "url": "https://ai.engineer/topics/coding-agents",
    "description": "Talks whose official titles focus on AI-assisted software development, coding agents, specifications, context, or reusable skills.",
    "talkSlugs": [
      "agent-skills",
      "ai-coding-workflow",
      "software-fundamentals-for-ai-coding",
      "specifications-are-the-new-code",
      "context-engineering-for-complex-codebases",
      "pi-coding-agent",
      "infinite-software-crisis",
      "ai-developer-productivity",
      "building-great-agent-skills"
    ]
  },
  {
    "slug": "rag-and-knowledge",
    "name": "RAG and knowledge systems",
    "url": "https://ai.engineer/topics/rag-and-knowledge",
    "description": "Talks whose official titles focus on retrieval, GraphRAG, ontologies, or structured model outputs.",
    "talkSlugs": [
      "production-ready-rag",
      "ontologies-for-agentic-systems",
      "graphrag",
      "structured-llm-outputs-with-pydantic",
      "production-rag-agents",
      "future-of-knowledge-assistants"
    ]
  }
]
