THOUGHTS, NOTES & EXPLORATIONS
Writings.
Notes on AI, search, systems, and the things learned along the way.
tkr: A Git-Native Task Tracker Built for AI Coding Agents
A task tracker designed around Git and the workflows of AI coding agents.
June 28, 2026 · On MediumClaude Code: Using Claude Code with GLM-5 and MiniMax M2.5
Using alternative models with Claude Code.
February 23, 2026 · On MediumClaude Code: TDD Pair Programming Sub-agents with minimal supervision
Pair programming with sub-agents and a test-driven development workflow.
February 15, 2026 · On MediumAgentic AI: Pi — Anatomy of a minimal coding agent powering OpenClaw
A look inside Pi, the minimal coding agent powering OpenClaw.
February 6, 2026 · On MediumAgentic AI: OpenClaw/MoltBot/ClawdBot’s Memory Architecture Explained
How OpenClaw, MoltBot, and ClawdBot organize agent memory.
February 5, 2026 · On MediumRAG: Giving Your AI a Library Card
An introduction to retrieval-augmented generation.
August 31, 2025 · On MediumElasticsearch: StoredFields vs DocValues — The performance pitfall
The performance tradeoffs between stored fields and doc values in Elasticsearch.
July 12, 2025 · On MediumSearch: Vector Search — Beyond Keywords to Meaning
Moving beyond keyword matching with vector search.
July 9, 2025 · On MediumSearch: Hybrid Search — Unlocking Smarter Results
Combining keyword and vector retrieval with hybrid search.
July 9, 2025 · On MediumElasticSearch: Navigating Lucene Segment Merges
Understanding Lucene segment merges in Elasticsearch.
July 8, 2025 · On MediumNo matching thoughts.
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