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⤵️ pull
🤖 AI Security Remediation
🚨 Human approval required — please review before merging.
📊 Analysis
- Severity: HIGH
- Confidence: 85%
- Auto-fix allowed: False
📝 Summary
The code uses subprocess.call ...
ai-remediation
needs-human-review
severity-high
🤖 AI Security Remediation
🚨 Human approval required — please review before merging.
📊 Analysis
- Severity: HIGH
- Confidence: 85%
- Auto-fix allowed: False
📝 Summary
The code uses subprocess.call ...
ai-remediation
needs-human-review
severity-high
✅ PR Checklist
- [ ] Target branch is dev
📌 Note: PRs must be raised against dev. Do not commit directly to main.
✅ Testing CI
- [ ] Have tested the changes in my local environment, else have ...
Summary
- Adds Stage 4 SAR assembler (oscal_pipeline/assembler.py): combines adapter TransformResult outputs into a typed
OSCAL Assessment Results document, validated through Trestle s AllValidator ...
enhancement
P2
sprint-month-4
Fixes Next.js 16 production build failure where /register failed to prerender because useSearchParams() was not inside a
Suspense boundary.
Automated gardener run — 2026-06-06
Exercises added
| ID | Chapter | Topic | Difficulty |
| --- | --- | --- | --- |
| ch11-tanh-06 | 11 | tanh activation | easy |
| ch02-percentile-11 | 2 | percentiles ...
- Fix 1: Bind write payload to validated object — add content_hash (sha256 of content) to AEO validation section;
execution boundary verifies ATAO content hash matches before calling executor
...