Andy Widjaja

I build AI systems that improve themselves under human oversight.

1,419 tests·30+ MCP tools·268 PRs merged autonomously

Engineering leader shipping large-scale systems globally.

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Cognitive AI that learns your judgment over time

Patina architecture: observer, builder, human gate
  • • Belief graph with contradiction detection
  • • Self-improvement loop (metrics-driven)
  • • Bounded autonomy: human merge gate
  • • 30+ MCP tools · 1,419 tests · running in prod

Governed build pipeline for any repo

Autoloop pipeline: triage, decompose, implement, verify, PR
  • • One-command setup: autoloop init
  • • Serial dispatch + dependency ordering
  • • Config-driven: works on any language/toolchain
  • • Protected paths: loop can't modify itself