
12-Factor Agents: Patterns of reliable LLM applications
Dex Horthy
Architecture · APIs, MCP, and protocols · RAG, context, and search
AI Engineer topic
111 AI Engineer conference talks about Observability and reliability.

Dex Horthy
Architecture · APIs, MCP, and protocols · RAG, context, and search

Harrison Chase
Evals · Coding and developer tools · Agent engineering

Justin Muller
Reasoning and models · Evals · Observability and reliability

Kevin Hou
Coding and developer tools · RAG, context, and search · Observability and reliability

Alfonso Graziano
Architecture · Agent engineering · Evals

Rajat Shah
Infrastructure and deployment · Agent engineering · RAG, context, and search

Anita Kirkovska
RAG, context, and search · Coding and developer tools · Observability and reliability

Charles Frye
Infrastructure and deployment · Observability and reliability · Reasoning and models

Justin Smith
Infrastructure and deployment · Observability and reliability · Coding and developer tools

Aparna Dhinakaran
Evals · Reasoning and models · RAG, context, and search

Greg Benson
Agent engineering · Reasoning and models · Coding and developer tools

SallyAnn DeLucia · Fuad Ali
Observability and reliability · RAG, context, and search · Evals

Shawn Chan
Finance · Leadership · Observability and reliability

Raj Navakoti
RAG, context, and search · Coding and developer tools · Observability and reliability

Anant Dole · Asbjørn Steinskog
Agent engineering · Other / unclassified · Creative and generative media

Michael Albada
Observability and reliability · Architecture · Evals

Soumya Gupta · Jai Chopra
Observability and reliability · Evals · Safety and governance

Nishant Gupta
Observability and reliability · Infrastructure and deployment · RAG, context, and search

Peter Wielander
Observability and reliability · Infrastructure and deployment · Enterprise

Cornelia Davis
Agent engineering · Infrastructure and deployment · APIs, MCP, and protocols

Damien Murphy
Agent engineering · Speech and audio · Developer workflows and testing

Abed Matini
RAG, context, and search · Observability and reliability · Developer workflows and testing

Atul Ramachandran
Agent engineering · Observability and reliability · Safety and governance

Jacob Kahn
Architecture · Coding and developer tools · Observability and reliability

Dylan Patel
RAG, context, and search · Observability and reliability · Infrastructure and deployment

Rick Blalock
Observability and reliability · Coding and developer tools · APIs, MCP, and protocols

Val Bercovici · Callan Fox
RAG, context, and search · Infrastructure and deployment · Observability and reliability

Ben Hylak
Evals · Infrastructure and deployment · Agent engineering

Kevin Madura
RAG, context, and search · Observability and reliability · Coding and developer tools

Sylendran Arunagiri
Architecture · Agent engineering · Observability and reliability

Rhythm Garg · Linden Li
Data and model adaptation · Infrastructure and deployment · Observability and reliability

Joseph Wang · Sid
Data and model adaptation · Developer workflows and testing · Observability and reliability

Thais Castello Branco
Observability and reliability · Safety and governance · Enterprise

Sayash Kapoor
Other / unclassified · Evals · Infrastructure and deployment

Danny Gollapalli · Ben Hylak · Zubin Koticha
Observability and reliability · Coding and developer tools · Other / unclassified

Mehedi Hassan
Architecture · Speech and audio · Observability and reliability

Rustem Feyzkhanov
Evals · RAG, context, and search · Observability and reliability

Sandipan Bhaumik
Agent engineering · Observability and reliability · Infrastructure and deployment

Rafael Levi
Agent engineering · APIs, MCP, and protocols · Coding and developer tools

Gaurav Mishra
Coding and developer tools · Safety and governance · Observability and reliability

Jason Lopatecki
Observability and reliability · Coding and developer tools · Safety and governance

Leonard Tang
Evals · Speech and audio · Reasoning and models

Brian John
Coding and developer tools · Observability and reliability · Agent engineering

Phil Hetzel
Agent engineering · RAG, context, and search · Observability and reliability

Evan Boyle
Agent engineering · Infrastructure and deployment · Developer workflows and testing

KP Sawhney · Ian Ballantyne
Observability and reliability · APIs, MCP, and protocols · Developer workflows and testing

Jeff Huber · Jason Liu
Other / unclassified · RAG, context, and search · Agent engineering

Isaac Robinson
Vision and video · Infrastructure and deployment · Architecture