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dl4rce/flaiwheel

v3.9.5 Bugfix

This release fixes issues for SREs watching stability and regressions.

Published 3mo MCP Search & Web
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Affected surfaces

breaking_upgrade

Summary

AI summary

Installer now warms up the SentenceTransformerEmbeddingFunction before running analyze_codebase.

Full changelog

Root cause

SentenceTransformerEmbeddingFunction (ChromaDB) lazy-loads model weights on the first embed call — not at container startup. The /health endpoint returns 200 as soon as the web server process starts, which is long before the model is ready. The previous 90-second retry loop in v3.9.4 kept calling analyze_codebase() but the model never loaded because nothing had triggered it yet.

Fix

The installer now explicitly warms up the model before calling analyze_codebase():

  1. Calls search_docs("warmup") via MCP
  2. Polls every 5s until it returns a valid result (up to 3 minutes)
  3. This forces the lazy-load of the embedding model
  4. Then calls analyze_codebase() — model is guaranteed to be ready

Upgrade

curl -sSL https://raw.githubusercontent.com/dl4rce/flaiwheel/main/scripts/install.sh | bash
View diff on GitHub

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About dl4rce/flaiwheel

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container, zero cloud dependencies.

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Related context

Beta — feedback welcome: [email protected]