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Context
lessonweaver currently focuses on turning agent failures into reviewed skills and instruction exports. For deployed AI
agents, the same idea can become an operational improvement loop driven by ...
dgenio
Problem
Generating large batches (e.g. 500 rows of PII data) can take several minutes. The current API returns only when all
rows are done — users have no feedback and don t know if it s working.
Proposed ...
enhancement
nv78
Generating synthetic enterprise text (contracts, support tickets, compliance reports) for LLM fine-tuning requires
domain fidelity beyond surface BLEU/METEOR scores — models fine-tuned on low-fidelity ...
fine-tuning
research
synthetic-text
Mentorship information is simply reflected in the admin view at the moment. Eventually, we should have some more useful
function to mentorship submissions, such as matching mentors and mentees.
fiveminus1
- Gap: Large JSON-RPC responses split across Server-Sent Events line boundaries cause client parser crashes.
- Relevant Files:
- src/codegraphcontext/api/mcp_sse.py
- Task:
- Implement ...
good first issue
GSSoC26
help wanted
Testers
WebDevs
Shashankss1205
Enterprises in regulated sectors (finance, healthcare, HR) require synthetic data with formal privacy guarantees, but
differential privacy degrades fidelity and downstream utility sharply — with no standardized ...
compliance
differential-privacy
research
Problem
Two critical security issues:
1. server/generators/video.py:24 has a hardcoded Replicate API token committed to source control — this token should be
treated as compromised and rotated immediately ...
bug
high-priority
security
Spec Reference
Source: specs/fleet-usage-monitor.md Sections: §4.1, §6, §8 step 4
What to Build
Close the account capture gap (§4.1 — marked ❌ for Claude, ⚠️ for Codex in §2). The billing account lives ...
build-slice
fleet-usage-monitor
from-spec
P1
tests
jwj2002
LLMs generating synthetic tabular data (financial records, HR datasets, CRM exports) frequently violate inter-column
constraints — a hire date after a termination date, a salary inconsistent with job grade ...
consistency
research
tabular-data
Auto-reported by camofox-crash-reporter. All data is anonymized.
Environment
- version: 1.7.2
- node: v25.8.2
- platform: darwin
- uptime: 59314 min
Resources
- node RSS: 43 MB
- node heap: ...
auto-report
likely-sleep
stuck
camofox-crash-stuck-reporter[bot]
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