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#architecture

Every note tagged #architecture, newest first — or browse the full archive.

August 3, 2026 Engineering understanding

Four terminals and an inbox: growing agent skills from their own message history

I ran an app-development workflow as four separate Claude Code sessions — each owning one role, all talking through a shared inbox — and then pointed a fresh session at the accumulated messages and asked it to write the skills. This is how the bootstrap worked, why the distillation step is the interesting part, and what it cost.

#claude code#agents#skills#workflow#orchestration#llm#architecture
June 16, 2026 Engineering

Running my day job on Claude Code — an agent architecture for non-software work

My day job isn't writing software — it's coordinating insurance-restoration jobs, which is document-heavy and relentlessly repetitive. Over a few months I built a system of Claude Code agents around that workflow. This is the architecture, the decisions that made it hold together, and what I'd change.

#claude code#agents#automation#project management#workflow#llm#architecture
pj Peter V. Johnston

Science, AI-powered tools, automation, and technical writing — with the math, code, references, and diagrams left in.

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