# Autoresearch Worklog: latency-p95-chat-completions

## Session Summary
- Objective: reduce end-to-end p95 latency for local `POST /v1/chat/completions`
- Primary metric: `p95_ms` (lower is better)
- Secondary metrics: `p50_ms`, `mean_ms`, `completion_tps_mean`, `success_count`
- Benchmark harness: `./autoresearch.sh`

## Key Insights
- No experiment runs logged yet.

## Next Ideas
- Measure baseline first, then inspect the hottest latency contributors in prompt preparation, request handling, and session creation.