Parallelize benchmark ingestion

[cquil11]

Speeds up the AgentX ingest path by processing independent benchmark configs concurrently.

• Uses a bounded worker pool (3 by default, configurable with INGEST_CONFIG_CONCURRENCY, capped at 4).
• Moves trace compression and derived chart/timeline computation to worker threads.
• Keeps each config’s DB writes ordered.
• Adds row locks around server-log and trace linking so concurrent workers remain idempotent.

This is a draft for benchmarking and review before merge.

Validated with the pre-commit lint, formatting, and full typecheck hooks; 33 relevant unit tests; and a multi-worker runtime smoke test.

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Project	Deployment	Actions	Updated (UTC)
inferencemax-app	Ready	Preview, Comment	Jul 9, 2026 6:35pm