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Provide an administrative mechanism to retry raw messages that failed extraction.
Details
- Implement reset_failed and count_by_processing_status in RawMessageRepository.
- Add a reset-failed subcommand ...
cli
feature
storage
Surfaced via the exoscale-mcp-advisor while designing an HA stack.
DBaaSService has no typed ip_filter field, and the dbaas reference page never mentions ip-filter — so an agent concluded
the IP allow-list ...
documentation
Improve extraction quality by preserving conversational context across batch boundaries.
Details
- Update ExtractionService.extract_pending to call _chunk_rows with an overlap=5 parameter.
- Update ...
enhancement
extraction
Description
This issue attempts to track the steps necessary to complete post-release maintenance tasks for 4.99.0. The goal is to
complete the following tasks, each task must have a PR associated with ...
level/subtask
request/operational
type/maintenance
Diagnosis
_HANDLER_TLS is a thread-local that gates whether cache.set dispatches via broker RPC (false) or directly via
SessionLocal (true, inside broker handlers). Correctly implemented. But: if any ...
audit-2026-06-12
audit-tier-3
threading
Allow multiple embedding models to co-exist in the database without cross-contamination.
Details
- Update VectorRetriever to only query active vector entries matching the current retriever s embedding ...
embeddings
feature
storage
Enable tracking the pending queue sizes and estimating how many batches/iterations remain for extraction and indexing
commands.
Details
- Introduce ExtractionSummary metadata fields: total_pending_before, ...
cli
enhancement
Add Python s standard logging library across the entire codebase to replace or supplement silent execution.
Details
- Implement loggers in src/aptjeeves/ingestion/parsers.py and src/aptjeeves/ingestion/service.py ...
enhancement
observability
Diagnosis
In _ensure_alive, if _demux_thread is None or not _demux_thread.is_alive(), a new thread is started unconditionally. If
the old thread is still alive but .is_alive() returned False (race between ...
audit-2026-06-12
audit-tier-3
threading
Describe the problem
https://github.com/translate/translate/pull/6348 introduces the ability to translate frontmatter values.
Solution brainstorm
Add file format parameter for this.
Describe alternatives ...
Area: File format support
Waiting for: Implementation

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