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AI Agents Know About Supabase. They Don't Always Use It Right.

Supabase has introduced Agent Skills, an open-source set of instructions designed to guide AI coding agents in building on Supabase correctly. This initiative addresses common pitfalls such as incorrect use of RLS policies, outdated training data, and improper CLI command usage.

Satish Das2 min read

Are Supabase docs agent-friendly? We didn't know, so we checked

Supabase evaluated its documentation for agent-friendliness by running an AI agent through a series of tasks and grading the results. The process revealed gaps in the Row Level Security guide, which were addressed through structural and content changes to improve clarity and usability for both agent

Satish Das2 min read

Instrumenting my espresso machine with OpenTelemetry

Treating a Gaggia espresso machine like a distributed system: instrumenting an ESP32 with OpenTelemetry, streaming shots and whole-house sensors into ClickHouse Cloud, and putting ClickStack (plus an LLM agent) on top to turn every pull into a queryable,

Satish Das2 min read

Vector Search Database: News & 2026 Guide

Vector search databases have become essential infrastructure for AI applications, enabling systems to retrieve semantically relevant data from large collections. This guide explores the evolution of vector search, key developments in 2026, and how to evaluate these systems for production use.

Satish Das2 min read