dl4rce/flaiwheel

v2.7.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 3mo MCP Search & Web

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Affected surfaces

auth

Summary

AI summary

Session-level tracking and smart nudges added to MCP tool telemetry.

Full changelog

What's New

Tool Telemetry

Session-level tracking of every MCP tool call per project — searches, writes, misses, bugfix searches/writes, nudges sent
Smart nudges appended to MCP tool responses when usage patterns indicate undocumented fixes or knowledge gaps (e.g. "You searched bugfixes 2x but haven't written a summary")
/api/telemetry endpoint for programmatic access
Web UI telemetry card below Knowledge Quality — live per-project stats, read/write ratio bar, search miss rate indicator

Flywheel Visual Rework (Website)

Circular CSS flywheel with Vector DB at the heart
Intelligence layer chips: Hybrid Search, Telemetry, Session Memory, Quality Gate, Git Auto-Sync

Internal

Telemetry counters are in-memory (zero persistence overhead), reset on container restart
No new MCP tools — telemetry is woven into existing tool responses
220 tests passing

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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