Lab notes

Build logs, architecture notes, and research.

Technical essays and notes from building open-source AI/data systems. Posts are published on Medium and mirrored here.

Field NotesComing soon

Why ReInvent AI Labs Exists

The mission behind useful AI systems, measurable operations, and responsible product development.

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Architecture NotesComing soon

RAG Is Not Enough

Why small teams need workflow intelligence, not another generic chatbot.

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Design PhilosophyComing soon

Designing Geometric Voice Interfaces

How motion, shapes, and state-based UI can communicate voice-agent processing.

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Build LogsComing soon

Building Developer-First AI Infrastructure

Lessons from API-first systems, open-source adoption, and workflow design.

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Release NotesComing soon

Rowan v0 — Prototype Build Log

Initial prototype scope, architecture decisions, and what’s shipping in v0.

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Design PhilosophyComing soon

The Release Standard: Every Build Ships With Proof

Demo, repo, docs, article, evals, adoption — the bar for every ReInvent release.

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