AI Engineer knowledge atlas
AI Engineer Talks
1,208
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1,208 talks in the atlas
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Showing 36 of 1,208
What Makes Open Models Fast in Production — Sujee Maniyam, Nebius
›Dylan Bristot · Sujee Maniyam
Infrastructure and deployment21 min
GPU Died. Training Didn't: Self-Healing Training at Scale — Crusoe
›Connor Guerrero · Young Jeong · Nikhil Gupta
Infrastructure and deployment17 min
YOLO Mode, Safely: MicroVM Sandboxes for Any Agent — Rowan Christmas, Docker
›Rowan Christmas
Safety and governance12 min
The 5 Levels of Self-Driving Production — Eric Schwartz, Traversal
›Eric Schwartz
Observability and reliability19 min
Lessons from Generating 12 Trillion Synthetic Tokens — Bogdan Gaza, DatologyAI
›Bogdan Gaza
Data and model adaptation21 min
Why AI Didn't Actually Make You Ship Faster — Gabriel Spencer-Harper, Meticulous
›Gabriel Spencer-Harper
Code review and verification11 min
Why 99% Accurate Browser Agents Still Fail — Derek Meegan, Browserbase
›Derek Meegan
Agent engineering17 min
Stop Rationing Tokens: Let the Harness Pick the Model — Kimchi by Cast AI
›Laurent Gil · Žilvinas Urbonas
Coding harness18 min
The State of AI in Software Development: Data from 400+ Orgs — Justin Reock, DX
›Justin Reock
Coding and developer tools19 min
The Death of the Code Review: What the Data Actually Says — Laurie Voss, Arize AI
›Laurie Voss
Code review and verification25 min
Your Agents Are in Solitary Confinement: Why MCP & A2A Aren't Enough — Vlad Luzin, Band
›Vlad Luzin
Agent orchestration18 min
Software Engineering Is Becoming Factory Engineering — Zach Lloyd, Warp
›Zach Lloyd
Self-improving software factories21 min
Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor
›Charlie Holtz
18 min2026
What It Actually Takes to Build a Software Factory — Tereza Tížková, Factory
›Tereza Tížková
23 min2026
We Let Claude Code and Codex Race Human Researchers — Elie Bakouch, Prime Intellect
›Elie Bakouch
20 min2026
Beating RL With Reflection: GEPA and Optimize Anything — Lakshya A. Agrawal, GEPA
›Lakshya Agrawal
21 min2026
An AI Research Agent That Runs Your Experiments — Tim Sweeney, Weights & Biases
›Tim Sweeney
21 min2026
Teaching LLMs to Speak Spotify — Yves Raimond & Jacqueline Wood, Spotify
›Yves Raimond · Jacqueline Wood
20 min2026