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Context Work#275 unifies inline and template creation through WorkItemService.create() when templateId is non-null. However, WorkItemTemplateService.instantiate() is also called from the REST resource ...

Context Work#275 introduces WorkItemCreator and WorkItemLifecycle in io.casehub.work.api.spi per the consumer-spi-placement protocol. Existing SPIs (WorkerSelectionStrategy, WorkerRegistry, SlaBreachPolicy, ...

The index.html loads external scripts without SRI (Subresource Integrity) hashes. Generate integrity hashes for the main entry points and add them as integrity attributes. Checklist: - [ ] Generate ...
good first issue
Stellar Wave

Submission URL https://github.com/lukerj00/tau-lean-eval-submission/tree/solve-permute_to_unimodal-20260626 Model Tau (caj.al) How this solution was produced (optional) No response Acknowledgements ...
submission

Problem sails-hook-mail currently exposes important public API shape through README examples and helper definitions, but it does not have a JSDoc-first public typing/documentation layer like Sounding. ...

TODO: please update details as required Migrate the colin reports for the originally 8500 companies identified in the file named saf_1.7_identifiers.txt . - Complete the reports migration by 2026-06-29 ...
Entities - Data Migration

Design a test script for PCES replay using Solo cluster

Context The Global Agent Chat backend shipped in #242 (/api/v1/agent/*), and the iOS client now talks to it (answer-mode + courseRefs + unmatchedTopic). The next iOS feature — Agent Notebook actions — ...

Make LLM decisions interpretable. Tasks: - Add attention visualization - Generate decision trees - Implement SHAP/LIME integration - Create explanation reports Acceptance: - Explains 90%+ ...
enhancement
explainability
interpretability
llm

Log all LLM interactions for compliance. Tasks: - Implement structured logging - Add PII redaction - Create audit report endpoint - Add export functionality Acceptance: - All calls logged ...
compliance
enhancement
llm
logging
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