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What Five targeted security hardening changes to tinyagentos/auth.py and tinyagentos/routes/auth.py. 1. Argon2 password hashing (replaces single-round SHA-256) argon2-cffi was already a dependency; ...

- [ ] Inspect existing model/train/backtest patterns and fixture contracts for additive integration - [ ] Implement models/goals.py bivariate Poisson math + lightweight fitter utilities - [ ] Add ...

Motivation - Replace hardcoded homepage content with editor-driven data so all visible wording, services, projects, CTA, and footer remain editable from the Homepage Editor and company settings. ...
codex

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | | --- | --- | --- | --- | --- | --- | | TUnit | 1.48.6 → 1.50.0 | age | adoption | passing | confidence ...

The problem Personas declared a capability tier (model: opus|sonnet|haiku) in their soul-spec frontmatter, and the factory already had a per-provider tier_map — but the tier was never parsed or passed. ...

Phase 18W — CJK morphological tokenizer (P2-4 Step 1, backlog #13) P2-4 s measurement showed the char-bigram tokenizer false-overlapping 100% on adversarial CJK (半導体 vs 指導体制 via 導体, etc.). This adds an ...

Summary Train a single nnUNet model across all 4 BraTS modalities by creating one training case per subject × modality combination. nnUNet s data shuffling naturally produces random modality sampling ...

🤖 AI Security Remediation 🟢 Auto-merge eligible — will merge after CI passes. 📊 Analysis - Severity: MEDIUM - Confidence: 85% - Auto-fix allowed: True 📝 Summary The application uses the subprocess ...
ai-remediation
severity-medium

What Add source_repo: https://github.com/Memento-Teams/Memento-Research to the experiment-code-writer and experiment-runner CVs in hire_list.json. Why These talents runbooks (code-implementation-runbook ...

🤖 AI Security Remediation 🚨 Human approval required — please review before merging. 📊 Analysis - Severity: HIGH - Confidence: 95% - Auto-fix allowed: False 📝 Summary The application uses the ...
ai-remediation
needs-human-review
severity-high