Tagged: llm
Showing 31–35 of 36 articles
Rewriting a Chat API in Go for Lambda: Cold Starts and Trade-offs The Node.js chat API worked but Lambda cold starts were slow and memory usage was high. Go fixed both, but the rewrite taught me more than I expected. Read article Building a Tool Builder: Making AI Tools Configurable Without Code The first API had hardcoded tools. The Slack bot needed different tools. I built a tool system where admins create, configure, and monitor tools from a dashboard. Read article Getting the Most Out of Cursor IDE After a year of daily use, here's what helps with AI-assisted development in complex projects. Context management, documentation, and knowing when to commit. Read article From Flat Vectors to Graph RAG: When Similarity Search Isn't Enough Vector search finds similar chunks. Graph RAG finds related concepts. The difference matters when questions span multiple topics. Read article Chunk-Then-Summarise: The Embedding Pipeline That Worked Raw PDF chunks make terrible vectors. Summarising each chunk before embedding produced cleaner searches and more relevant retrieval. Read article