Power2Idea AIGitHub Actions - Policy-to-code - Deterministic
Code Policies, Enforced Early
Deterministic policy enforcement via GitHub Actions for modern codebases.
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Products
Shipping GitHub Actions that turn policies into deterministic PR checks with clean reports.
Featured
Apple Policy Lint (Swift AST): policy-sensitive API checks in PRs
A GitHub Action that parses Swift with a real AST to detect Apple policy-sensitive APIs (e.g., Required Reason APIs) and posts a clean PR report before App Store review.
Research
R&D that validates new checks: AST parsing, policy packs, and deterministic evaluation.
Featured
Apple Edge LLM Lab: MPS vs MLX vs Metal benchmarking
A reproducible benchmark suite to compare inference latency, throughput, and memory on Apple Silicon.
Notes
Short build logs and release notes as tools ship and evolve.
Featured
Workbench learnings #1: designing a curation workflow that scales
High-level learnings from building a compliance workbench—without exposing proprietary IP.
Contact
For collaboration or consulting, reach me here: