Projects

Project notes, code, and recorded results.

RAG Drift Monitor

Compare retrieval distances before and after changing a small document corpus.

Recorded experimentPython · sentence-transformers · ChromaDB

Notes on a FastAPI router that selects a model and records fallback requests.

Prototype notesPython · FastAPI · Model routing

Notes on running generated code, returning test failures, and limiting repair attempts.

Experiment notesPython · Sandboxed execution · Automated tests

Notes on combining keyword and vector candidates before reranking search results.

Prototype notesBM25 · Dense embeddings · Cross-encoder reranking

Notes on filtering structured identifiers and named entities before external model requests.

Prototype notesRegex · Named-entity recognition · HTTP proxy

Archived notes on an ElevenLabs voice demo, signed sessions, and call recap handling.

ArchivedElevenLabs · Astro · Cloudflare

Local inference notes for a 16 GB M2 MacBook, with a small Gemma model and Ollama.

Experiment notesGemma 4 · Ollama · Apple Silicon

Astro content collections, Sveltia editing, downloadable source files, Pagefind search, and build checks.

In useAstro · Sveltia CMS · Pagefind

Upstream projects copied to the Unity-with-AI organization.

Microsoft Sentinel content deployment.

Tools for building applications with language models.

GitHub Copilot integration for applications.

Snapshot: Sep 9, 2026, 12:59 AM UTC.