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Problem
Tasks loads once and never learns the pod changed under it. When another client writes to /public/tracker/ — most
notably an AI agent (e.g. an MCP/HTTP bot adding a task) or another device — the ...
Problem
After the per-device concurrency work (#17 / PR #18) shipped to prod, live diagnosis showed the consumer draining the
Pulsar backlog at only ~8 msg/s while using 1.6 of 8 vCPU (FFmpeg concurrency ...
enhancement
performance
Summary
Add a short roadmap of candidate SQL challenge ideas so visitors have concrete topics to request, discuss, or
contribute.
Why
The repo already has working challenges and request templates. A ...
challenge
documentation
All links that are rendered in a chat page should open in a new tab by default
We need to document the REST API endpoints using Swagger/OpenAPI so frontend developers can easily integrate with the
Khansa Retail OS backend.
Summary
EncryptoService reuses the same IV (nonce) for every value it encrypts, because the IV is fixed once in the constructor
and passed unchanged to every crypto.createCipheriv call. With AES-256-GCM, ...
bug
Please determine some fixes
Issue class: implementation / governance slice (docs-only continuity closeout)
Parent: #1197 Audit source: #912 and its completed child experiment evidence packs
Objective: Synchronize repo documentation ...
What to build
A LINE MessageEvent is dispatched by message type in two places: main.py /callback does an isinstance switch over
Text/Location/Image content → three message_handler functions, and message_handler ...
post_review.py s submit_review retries a self-review 422 ( Can not request changes on your own pull request ) as
event=COMMENT with a banner — but it only scans result.stderr for the self-review signature. ...
ci-automation

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