KDD
Govern AI agents with deterministic gates. No LLM judging.
KDD launched on July 17, 2026 with 4 votes, #6,023 of 24,623 launches that month and more than 75% of that year's launches.
What it does
KDD is a template repo + method to govern AI coding agents. Write a contract, seal its tests by SHA256, and let 12 deterministic gates (pure Python stdlib, no LLM, no network) verify — so the agent that implements never judges "done."
A methodology that seals a contract
KDD seals a contract's tests before an AI agent ever touches the target. A deterministic gate — a script, not an opinion — decides if the work stands. AI agents write code fast. Nothing in that sentence tells you whether the code is correct, safe, or stayed inside its assigned scope. Today, verifying that is still a human doing it by hand — reading the diff, re-running the tests, checking the file list — every single time, for every task. Code contracts and rule contracts both live under CCDD's frozen-contract discipline. Seven more domains — security findings (vendored, model-agnostic), and license/compliance, privacy/PII, accessibility, dependency-EOL, observability, and test-coverage…from mauricioperera.github.io
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