Posts

LLM Evals Course Lesson 4: Multi-turn and Collaborative Evaluation

LLM Evals Course Lesson 4: Multi-turn and Collaborative Evaluation

Notes from lesson 4 of Hamel and Shreya's LLM evaluation course - handling multi-turn conversations and building evaluation criteria through collaboration.

Building Domain-Specific Annotation Tools with FastHTML: Lessons from Isaac Flath

Building Domain-Specific Annotation Tools with FastHTML: Lessons from Isaac Flath

How Isaac Flath built a medical flashcard annotation tool for AnkiHub using FastHTML, and why custom annotation tools beat generic ones for complex domains.

Where to Host Your FastHTML Apps

Where to Host Your FastHTML Apps

Deployment options for FastHTML applications.

Connecting Chrome DevTools to FastHTML Apps for Rapid Style Iteration

Connecting Chrome DevTools to FastHTML Apps for Rapid Style Iteration

How to connect Chrome DevTools to your FastHTML applications for fast CSS and HTML debugging and iteration during development.

LLM Evals Course Lesson 3: Building Automated Evaluators

LLM Evals Course Lesson 3: Building Automated Evaluators

Notes from lesson 3 of Hamel and Shreya's LLM evaluation course - implementing automated evaluators, building reliable LLM-as-judge systems, and avoiding common pitfalls.

Three Things I Learned About Voice Agents from Kwindla Kramer

Three Things I Learned About Voice Agents from Kwindla Kramer

Three thigns I learned about voice agent architecture, context limitations, and latency trade-offs.