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Incident Context: tracing production failures without guessing

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content . What I Built Incident Context is an incident-investigation agent for questions that cannot afford a…

  • Incident Context queries real content to provide answers during production outages.
  • Graph model separates confirmed evidence from inference, preserving source paths.
  • Users ask questions like "What changed before INC-208?" to receive validated JSON reports.

Why software supply-chain management matters more in the AI era

Why software supply-chain management matters more in the AI era TL;DR AI did not invent software supply-chain risk. It accelerated how fast untrusted code, models, and packages enter your build…

  • AI accelerates untrusted code influx in software supply chains
  • Traditional control plane measures remain crucial in software security
  • Engineering leads should focus on provenance, identity, publish authority, and enforcement

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