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Problem
The draft-intake pre-refine dedup step produces false-positive possible duplicate advisories that waste
scope-triage/refine attention. Two failure modes are now well-attested:
Mode 1 — Non-path ...
🚀 Program
GSSoC
📋 Description
Adds minimum 10-second duration validation to the voice reference recording pipeline. Previously, a user could
record 1–2 seconds, click Clone voice , and the short clip ...
assignee-match
bug
client
dco-missing
gssoc26
linked-issue-ok
pr-validated
ready for review
size/xs
template-ok
Unified replay for DeepWok/mase
🛡️ Sentinel: Harden authentication and CORS configuration
🚨 Severity: HIGH 💡 Vulnerability:
1. Timing Attack: API key validation used standard string comparison (==), which is vulnerable to timing attacks. ...
Summary
Adds automated import support for Open Textbook Library (OTL) content into Open Library via a single, self-contained CLI
script that streams the paginated OTL JSON catalog, maps each textbook ...
🛠️ Architecture Upgrade: V83.0 Compliance
- Class Deduced: Refactorer
- UI Category Tier: UX | Fusion
- Throughput Payload limits: Batch | 3
- Execution Trigger: Asynchronous Walkthrough
🧠 Data ...