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Automation

7 blog posts and projects filed under this tag, newest first.

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Dispatch 0107 NOV 2026
AI

The Shape of a Record

The field-level schema for seven record kinds and twelve defined nouns, the grant algorithm, the time model and the four files a pack may add.

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Dispatch 0206 NOV 2026
AI

One Kernel, Eighteen Packs

A company OS in one log and four services: records and gates stay domain-free, the eighteen packs add only nouns and gates, and the board decides through the same signed log.

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Dispatch 0305 NOV 2026
AI

Seven Nouns and Eighteen Verbs

Seven record kinds, eighteen verbs, fifteen axioms: fifty requirements rewritten in a controlled vocabulary and tested by two writers who never compared notes.

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Dispatch 0404 NOV 2026
AI

Requirements for a Git-Based, Stateless, LLM-Driven Company

Requirements for running any work that can be written down, from software to house renovations, on committed files and LLM agents: principles, fifty must-haves from governance and signed history to memory, sandboxes and Nix, physical work, employment, finance and creative rights, nice-to-haves, non-goals, the decisions to settle first and the projects that already cover parts of it.

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Dispatch 0523 OCT 2026
AI Agents

What LLM Agents Are Still Missing

The next step for LLM agents is an operating environment with durable state, checkable outcomes, isolation, failure semantics, and human gates at the points that cannot be undone. A better prompt does not supply any of that.

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Public service / Refunds / Fig. 07
07 / 2020

RefundHero: Automating Deutsche Bahn Delay Refunds

I built Refund Hero as a full-stack prototype for identifying eligible Deutsche Bahn delay refunds and preparing reimbursement requests. I stopped it when DB announced a parallel service.

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