Commit Graph
2 Commits
Author SHA1 Message Date
rockandpoimen d439536ca9 Add TTFT & ITL Metrics for LLM Inference (#28)
CI / CI (push) Successful in 4m7s
Time-to-First-Token (TTFT) and Inter-Token Latency (ITL) metrics for LLM inference observability

Metrics: llm_ttft_seconds, llm_itl_seconds, llm_tokens_total

Closes #31 #32 #33

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Co-authored-by: poimen <[email protected]>
Reviewed-on: #28
2026-09-15 08:53:58 +00:00
30e0a83a50 feat(network): SSE optimization for local LLM streaming (#31 #32 #33) (#26)
CI / CI (push) Successful in 3m35s
Addresses three critical network issues for LLM streaming performance:

**#33 Disable proxy buffering for SSE**
- Add X-Accel-Buffering: no header to response
- Tells nginx/Ingress to stream events immediately instead of buffering

**#32 HTTP/2 multiplexing for concurrent streams**
- Enable HTTP/2 in server config via http2.ConfigureServer()
- Increase MaxConnsPerHost to 10 for better concurrency
- Allows multiple concurrent LLM requests without blocking

**#31 TCP backpressure for streaming LLM responses**
- Set TCP_NODELAY on dialer to disable Nagle's algorithm
- Reduces latency by sending small packets immediately
- Critical for low TTFT (time-to-first-token) under load

**Tests added:**
- TestTCPBackpressure: Verifies TCP backpressure handling with slow client
- TestConcurrentSSEStreams: Confirms HTTP/2 multiplexing works correctly

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Co-authored-by: poison <[email protected]>
Reviewed-on: #26
Co-authored-by: poimen <[email protected]>
2026-09-13 23:37:33 +00:00