fix: restore video agent research budget and finalizer handoff - #27
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Research calls regressed after the per-video finding ceiling increased from five to twenty. In a controlled live GLM comparison using the same transcript, restoring only that ceiling reduced average analyst latency from 27.1s to 16.8s. This restores the five-finding limit while preserving dynamic final-answer scope and the compact response format.
Forced finalization previously started inside the research phase. In an observed production run, the research cutoff canceled synthesis after 5.7s, then recovery started another call that also timed out. The agent now hands off before forced synthesis starts, giving it one continuous finalization phase bounded by the existing 20s limit and overall deadline, with 1.5s reserved for persistence. The handoff is logged. Slow synthesis still returns the existing partial-evidence fallback; this does not extend the 60s run limit.
Validation:
The branch was created after fast-forwarding main to origin/main at 4cb76b2. Two focused commits separate the extraction limit and finalization handoff. No production deployment or post-fix production test has been performed; those follow merge and deployment.