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Split out from #42 (post-migration polish, now closed). All other #42 items shipped; only this remains, deferred until R2 is enabled on the Cloudflare account (requires a payment method, even for the free ...

Problem When the passive path escalates (gate failure or abstention), everything it learned is thrown away. The agent loop starts cold and re-runs the same embed + hybrid search as its first tool call ...

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The problem See title, needs to be upgraded to a newer version https://github.com/advisories/GHSA-vfmq-68hx-4jfw It fails the Dependency review of the core integration I m developing even though I don ...
integration: scrape

- Evaluate if this can fit into a dedicated tab in the right panel of the graph page or a full-blown analytics page like the collab network.
enhancement

Get this error trying to load any session. Tried downgrading fastf1 package at a whim, but changed nothing multiprocessing.pool.RemoteTraceback: Traceback (most recent call last): File C:\Python314\Lib\multiprocessing\pool.py ...

Task: Capture a screen recording showing Center and Variability paired with a PhET activity. This is a specific recording to coincide with the Fifa World Cup. If it does not get done before early July ...

Problem Two rerank-quality gaps between the passive path and the tool path (tools/semantic_search.py): 1. Fallback asymmetry. When the cross-encoder fails, the tool path falls back to token_overlap_reranker.rerank(...) ...

Problem The passive fast path has exactly two outcomes: answer (~3K tokens, 5-12s) or full agent-loop escalation (~30-60K tokens, 80-200s). There is no middle step. Any single-shot retrieval miss — vocabulary ...
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