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Problem
Submitters often skip testing or leak keys on PRs.
Current Behavior
Simplistic PR questions.
Why This Improvement Is Needed
Enforces rigor in submissions.
Proposed Solution
Provide check ...
NSoC'26
Problem
Bugs submitted often lack crucial model names and Python versions.
Current Behavior
Text descriptions only.
Why This Improvement Is Needed
Simplifies bug diagnostics.
Proposed Solution
Add ...
NSoC'26
Goal: Add read-only CLI support to inspect artifact-level failure_log entries.
Scope:
- Add a read-only command such as cosheaf artifact failures artifact-id --json.
- Return deterministic JSON. ...
Summary
Calling invoke_workflow with an inputs mapping fails with a pydantic dict_type error when the MCP client serializes the
object argument as a JSON string. run_tool (same shape of dataset-mapping ...
배경 / 문제 상황
Track 1 등록 preflight는 준비됐지만, live trading window에서는 소액 funding, live notional cap, 일별 거래 요건, halt 기준, 증거 저장 방식이 명확해야 한다.
실제 funding과 mainnet transaction은 hard stop이므로 문서와 preset만 먼저 준비한다.
...
docs
Problem
Contributors lack context on code styles, test run execution, and lint rules.
Current Behavior
Basic explanation of cloning and running.
Why This Improvement Is Needed
Enables easier contributions ...
NSoC'26
If the app isn t closed from the exit menu, it won t reopen until after a TV reboot. On the latest 0.2.5 beta.
Problems (both bit the QIS distributed drive hard)
1. Workers silently fail to join when GCP quota is tight
With a leftover n2-highmem-64 box consuming 64 N2-CPU + the entire 500 GB SSD quota, the autoscaler ...
Problem
Performance regressions are hard to track during refactors.
Current Behavior
Manual testing.
Why This Improvement Is Needed
Ensures test speeds don t decay.
Proposed Solution
Add pytest-benchmark ...
NSoC'26
Problem
At 100M rows the scored pair set is ~110M edges (~1.76 GB) — it fits one node comfortably. But the Phase-5 distributed
pipeline routes it to the distributed randomized-contraction WCC (O(log N) ...

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