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Context
No-live preflight confirmed that scripts/run_all_demos.py is a presentation server launcher, not a bounded
controlled-live smoke runner. Its current command interface cannot guarantee the approval ...
Reproduction
Description
When using GRPOTrainer with tool calling on Qwen3 models, generation fails with:
ValueError: Unexpected tokenization: the EOS-trimmed prefix IDs are not a prefix of the full ...
Follow-on to the field-validation redesign (feat/field-validation-system, see docs/_dev/field-validation-system.md).
Phases 1–3 landed the typed-value engine, the type-aware rule taxonomy + range rule, ...
What problem does this solve?
Attempting to use Ollama with the qwen2.5:0.5b model across the OpenAI LLM Bridge.
Ollama server is fully OpenAI LLM Bridge compliant. The Tutorial 3 documentation explains ...
enhancement
Celery workers broadcast to their own in-memory hub, not the API process where WebSocket clients live. RabbitMQ messages
are only logged, and the intended handler has a confirmed import error. See check_source.py, ...
area:backend
area:frontend
bug
Code review feedback
A full read of the codebase (extraction + interactive/autonomous decision trees + host engine + export). Overall the
architecture is strong for its size: clean layering, a strict ...
Context
GitHub review feedback on merged PR #804 identified a response-contract defect that remains in
src/demo/site_demo_runner.py.
When search finds source records but AnswerComposer.compose() fails ...
AI in Action Next Pipeline Report
Mode: full-safe Commit: d7f777c239fdfd14aa2785b5fcd4143b087c1046 Workflow run:
https://github.com/XPS-IINTELLIGENCE-SYSTEMS/strategic-minds-advisory/actions/runs/27849527598 ...
ai-in-action
github-actions
pipeline
Prerequisites
- [x] I searched open issues and discussions and did not find an existing report of this bug.
- [x] This is not a security vulnerability. (Vulnerabilities go to GitHub Security Advisories ...
bug
ready for review
Context
A no-live preflight for the approved bukgu_gwangju controlled smoke found that the Stage #800/#801/#803 safety contract
is not fully enforced across the real mobile endpoint path.
The contract ...

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