David's Debbie App
Another little bespoke app I built for myself - this one translates English and German live so I can talk to my sister-in-law.
Artificial intelligence
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Climbing the Ladder of Abstraction
I gave a talk at AI Practitioner London on what 'good enough' looks like when you can no longer review every line an AI writes.
The Embedded AI Trio
Ethan Mollick on embedding AI builders alongside subject-matter experts - and why, as someone who has been doing this, I have mixed feelings about it.
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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.
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
Swyx argues for 2025-2035 as the decade of AI agents, backed by unprecedented infrastructure investment and converging technical definitions.
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
How Isaac Flath built a medical flashcard annotation tool for AnkiHub using FastHTML, and why custom annotation tools beat generic ones for complex domains.