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Safe Codegen: Enforce Templates and Constraints
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Tags:
codegen,
constraints,
templates,
lint,
security
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Recursive Improvement for Code Changes (CI)
Design a safe loop where the AI proposes code changes: unit tests, static analysis, security scans, human review, and staged deployments. Include stop rules and rollback plans.
Tags:
codegen,
CI,
secure-development,
testing,
review,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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