Claude Agent SDK Part 5: Editing Files with Checkpointing
Adding the ability for the agent to create posts that follow my templates, with the ability to recover from mistakes.
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Three Things I Did Over Christmas
One of the nice things about time off is the chance to play a little.
LLM Evals Course: Complete Course Recap
This is my recap of Hamel and Shreya's LLM evaluation course. I'm hoping I come back here in the future every time I need to remind myself of how to do this the right way.
LLM Evals Lesson 8: Improving LLM Products
Notes from the final lesson of Hamel and Shreya's LLM evaluation course - practical strategies for improving accuracy and reducing costs through prompt refinement, architecture changes, fine-tuning, and model cascades.
LLM Evals Course Lesson 7: Interfaces for Human Review
Notes from lesson 7 of Hamel and Shreya's LLM evaluation course - interface design principles and strategic sampling.
Building an AI Sandbox with Docker
How to set up a persistent Docker environment for AI coding tools without losing your authentication every time you restart the container.
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.