DETERMINISTIC TRUST ARCHITECTURE

Governance You Can Cryptographically Audit

AI cannot reliably audit AI. ReadyLayer replaces non-deterministic LLM feedback with deterministic policy evaluation, blast radius containment, and signed in-toto evidence bundles.

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1. Absolute Determinism

Same git diff + same policy configuration produces identical JSON evidence and binary decision hashes every single time. No model drift or temperature volatility.

2. Blast Radius Dual-Custody

Autonomous agents can move at breakneck speed on application logic, but any mutation to Tier 0 perimeter zones (CI/CD, Terraform, IAM, auth) strictly requires human dual-custody.

3. Verifiable in-toto Provenance

Every accepted change is bound to an in-toto v1.0 Statement and CycloneDX 1.6 AIBOM, proving model lineage, prompt hashes, and policy checks to auditors.

END-TO-END SPECIFICATION

The ReadyLayer 5-Stage Governance Chain

How code transitions from raw agent synthesis to cryptographically verified production artifact.

Agent Intake & Context Fingerprinting

The agent (via MCP or CLI) reports its session context. ReadyLayer computes cryptographic SHA-256 hashes of the prompts, model parameters, and tool call traces while redacting secrets and PII.

Blast Radius Boundary Analysis

Files modified are mapped against repository risk tiers. Tier 0 (CI workflows, Terraform, IAM, crypto) and Tier 1 (database migrations, billing) trigger immediate dual-custody flags.

Package Slopsquatting & Supply-Chain Scan

All newly added package dependencies are inspected. AI hallucinated names, synthetic stems, and typo-squatted packages are blocked prior to dependency installation or CI execution.

Deterministic Policy-as-Code Evaluation

The portable Go runner evaluates packaged and custom rules locally with no network calls and emits schema-validated JSON output. Benchmark it against your own repositories and hardware before setting a latency objective.

in-toto Attestation Minting & Dual-Custody Merge

If policies pass, a cryptographically signed in-toto v1.0 Statement and CycloneDX AIBOM are generated and attached to the Git commit. If dual-custody is required, designated security custodians sign before CI allows merge.

Ready to Implement Deterministic AI Governance?

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