Engineering notebook

Engineering notes, decisions and things I am building.

A public notebook for build logs, architecture, research and essays. The goal is to record mechanisms, decisions, failures and trade-offs — not produce generic technology content.

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Engineering Deep Dive7 min

TreeSift: turning agent context into an auditable artifact

The hard part of sending a repository to an AI is not compressing files; it is controlling selection, provenance, secrets and repeatability of the context handed to the agent.

  • AI Engineering
  • Context Engineering
  • Security
  • Python
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