Blog · Field Notes
Notes From the Memory Frontier.
Token autopsies, learning-loop design, benchmark reports. Numbers first, methods attached.
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Posts.
2026-09-06The 8.59M-Token Session · 7 minWhat one observed coding session reveals about the re-reading tax — and how memory ends it.2026-09-06Best Local Coding Agent 2026 · 8 minOllama-first harnesses ranked by workflow: Anvaya, Cline, OpenCode, Aider, Continue. Privacy, models, memory — picked by constraint, refreshed yearly.
Stop Starting From Zero.
One binary. 11+9 Rust crates. 545 tests. Hand-written HNSW index. Three transport modes. Four providers, Ollama, Anthropic, OpenAI, Siemens. Zero API keys required to start. Mind remembers everything after the first session.