Build · Break · Learn A systems builder's open notebook
Learnings Lab About Now
Learnings Lab About Now

Learnings

The notes I wish someone had handed me before I started — organized by what they're about.

Integration

3 Articles
Latest Note

The Hidden Cost of Brittle Webhooks — Why integrations break when vendors improve their API, and how to build defensive ingestion layers that survive upstream change.

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Migration

1 Article
Latest Note

Migration 101: it's not a copy-paste — A data migration isn't moving files from one box to another: it's rebuilding your data inside a new system that disagrees with the old one.

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Agentic AI

1 Article
Latest Note

From autocomplete to agent: how AI actually got useful — "AI" went from a box that predicts the next word, to a system that can plan, use tools, remember, and check its own work.

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