fix(voice/consistency): vary stock formulas, vendor-balance orient.py, unify the loop
- Vary 11 instances of two boilerplate openers ("A generic X course…" /
"Strip away X…") across 10 modules so they read as distinct, concrete prose;
kept the few deliberate, voice-distinct uses; locked exemplars untouched.
- M23 orient.py: detect a vendor-balanced set of AI-instruction filenames
(AGENTS.md/CLAUDE.md/GEMINI.md/.cursorrules/.cursor/rules/copilot-instructions)
instead of singling out one vendor. Still runs.
- Render the collaboration loop consistently as seven stations
(issue->branch->implementation->PR->review->merge->closed) in M25/M26 to match
M11 and the syllabus.
Closes #48
Closes #49
Closes #51
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TfzV5QvtPDz8LJS3Pu5VLT
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@@ -181,7 +181,7 @@ CI, so there's one source of truth for "what counts as a finding."
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## The AI angle
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A generic DevSecOps course teaches these three gates too. What makes them *load-bearing* here is that
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These three gates exist in any DevSecOps practice. What makes them *load-bearing* here is that
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AI-assisted coding doesn't just fail to prevent these problems — it actively manufactures all three,
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and does it in the exact form that slips past a human skim and a green build:
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