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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