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Open source projects

Repos and demos published from this GitHub Pages site.

• py-bug-trace · Laguna eval

  29-model Python benchmark from the Poolside Laguna hackathon — output prediction and bug-fix tasks across three levels.

  HF: laguna-eval-experiments / py_bug_trace

  Project page Sweep explorer Reports archive

• UK Charity Doc Extract

  Multi-model benchmark for extracting structured fields from UK charity financial PDFs (OpenRouter, Doubleword, V7 Go).

  github.com/neomatrix369/playgroup_202602_docextract

  Project page Playground snapshots

• Tripwire

  Security and quality scanning for AI-assisted development workflows — tiered routing uses SIE before Model Studio escalation.

  github.com/neomatrix369/tripwire

  Open dashboard demo SIE hub ↓

• Skills Scanner

  Scan and review agent skill packages for quality and safety signals.

  github.com/neomatrix369/skills_scanner

• SIE

  Superlinked Inference Engine (SIE) — open-source inference server and production cluster for the models your agents need. Several projects on this site depend on SIE for embeddings, routing, or arbitration.

  github.com/neomatrix369/sie

  SIE repo

  SIE-enabled dependent projects

  • Tripwire — sandboxed security scanning for AI skills and MCP servers; SIE handles tiered triage before Model Studio escalation.
    GitHub Dashboard demo
  • rag-params-finder — RAG parameter sweep toolkit (embeddings, chunking, retrieval); supports SIE open-source embeddings via remote gateway or self-hosted Docker.
    GitHub SIE setup guide SIE sweep configs

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