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LLM Evals Course Lesson 6: Complex Pipelines and CI/CD

LLM Evals Course Lesson 6: Complex Pipelines and CI/CD

Notes from lesson 6 of Hamel and Shreya's LLM evaluation course - debugging agentic systems, handling complex data modalities, and implementing CI/CD for production LLM applications.

LLM Evals Course Lesson 5: How to Evaluate Complex Architectures

LLM Evals Course Lesson 5: How to Evaluate Complex Architectures

Notes from lesson 5 of Hamel and Shreya's LLM evaluation course - evaluating retrieval quality, generation quality, and common pitfalls in RAG systems.

The Decade of Agents: Swyx's AI Engineer Paris Keynote

The Decade of Agents: Swyx's AI Engineer Paris Keynote

Swyx argues for 2025-2035 as the decade of AI agents, backed by unprecedented infrastructure investment and converging technical definitions.


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Think Slow, Act Fast: The Paradox of Project Planning

Think Slow, Act Fast: The Paradox of Project Planning

How Big Things Get Done (ch1)

Two AI things from Kent Hendricks' annual 'Things I learned' blog

Two AI things from Kent Hendricks' annual 'Things I learned' blog

impact on jobs and carbon emissions...

Open Models in 2024: Progress and Challenges

Open Models in 2024: Progress and Challenges

Open models achieved a lot in 2024, Luca from the AI Institute gives a good overview.

Regular Expression Basics

Regular Expression Basics

Notes and examples on regular expressions

Improving Python Function Usability with wrapping

Improving Python Function Usability with wrapping

A simple approach to modifying Python functions for better usability without altering their core behaviour.

Off-the-Radar AI links for the End of the Year

Off-the-Radar AI links for the End of the Year

Sharing a few lesser-known (but I liked them) things that I don't see other people talking about.