Context-Engine
github.com/vzwjustin/context-engine
7d8564atestsynced 18h ago
Code HealthView report
Average health
5.8/10
Fair
Hotspot health
10.0/10
Excellent
CostsView costs →
What this repo's indexing and doc generation cost, per sync.
Open the Costs page →Attention Needed21
Ensure Qdrant collections only once per processStale Decision
Active decision drifting from the code it governs
bench/clone_snapshot.pyKnowledge Silo
100% single-owner concentration
bench/clone_snapshot.pyDead Code
Safe to delete (50 lines)
Lazy embedding model loading with process cacheStale Decision
Active decision drifting from the code it governs
bench/copy-coll.pyKnowledge Silo
100% single-owner concentration
No commit history
Commit activity appears once git history is indexed.
Recent DecisionsView all
Avoid PyTorch/TensorFlow dependency by implementing own optimizer and gradientsproposed
18h ago · commentUse pairwise ranking loss with deep supervision across refinement iterationsproposed
18h ago · commentKeep MCP hot path fast and deterministic by logging asynchronouslyproposed
18h ago · commentUse NDJSON for streaming reads of training eventsproposed
18h ago · commentSample training events to balance volume vs learning signalproposed
18h ago · commentTime-shard rerank training event logs to avoid giant files and enable parallel processingproposed
18h ago · commentNo hotspot data
No churn or complexity hotspots detected in this repository.