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Rungs 2 to 4 reuse what exists outside the project: stdlib, platform, deps. Nothing covers did I already write this here? . Duplicated code is one of the most common causes of AI slop (it rewrites a helper ...

Create the Patient domain entity class using the Builder Pattern. Requirements: - Follow the approved UML class diagram. - Implement all attributes and relationships as specified. - Use the Builder ...

Snapshot portfolio value over time, expose a returns series, and rank portfolios on a leaderboard via a GSI. Acceptance criteria - [ ] Periodic portfolio-value snapshots (entity) - performance over ...
roadmap-2.0

Active Bounty Scan Results Scan Time: 2026-06-20 16:22 UTC 1. [$20 BOUNTY] [Python] Add monitoring setup validation mode - Repository: lobster-trap/Kickama - Comments: 4 - Last Updated: 2026-06-20T16:20:53Z ...
bounty-alert

Add limit and recurring/DCA orders with an atomic, balance-safe execution pass against the latest price tick. Acceptance criteria - [ ] Limit orders and recurring/DCA orders persisted as an Order entity; ...
roadmap-2.0

When debugging production issues across multiple middleware layers or async tasks, it is incredibly difficult to trace logs belonging to a single specific API call. Need to attach a unique tracking ID ...

Summary Close the integration gaps found by an end-to-end review of the merged hardening work. Proactive (scheduled) messages now respect the per-group authorization gate; being removed from a group deactivates ...
task

Problem The Prediction Engines section of the debug panel shows three pieces of subtext per parameter row: confidence, obs_count, and since. The since values are factually wrong for frequently-updated ...

Labels: performance, recommendation, P0 Problem. recommend() calls search(task, k=None) (src/mimir/core.py:122), hydrating and grouping the entire matching population in Python per call. Fix sketch. ...
bug

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updation
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