Deterministic Agent Graph™
Same inputs → same outputs. Seeded, pinned models, stage-by-stage receipts. CI-safe, auditable runs across repos.
Plan, verify, and apply code changes across repos with Deterministic Agent Graph™, Egress Policy‑as‑Code™, Evidence Packs™, and atomic rollback.
npm i -g codecontext && codecontext initNot autocomplete—governed AI change. Determinism, zero‑retention privacy, and policy gates you can prove.
Same inputs → same outputs. Seeded, pinned models, stage-by-stage receipts. CI-safe, auditable runs across repos.
Local runners convert code to capsules (AST + symbol tables). Control plane never stores raw code.
OPA/Rego rules govern redaction level, model/region allow-list, snippet size, budgets. Violations fail closed with reasons.
Signed bundle with prompts (redacted), snippet receipts, diffs, test/build logs, model/version/region, spend & CO₂.
LLM plans; deterministic codemods perform repetitive refactors. Ambiguity gets human review, everything else is exact.
Set spend & CO₂ caps per campaign. Pre-estimate, enforce at runtime, stop before limits—forecast vs. actual tracked.
Our AST targeting reduces token usage dramatically. Set hard caps per campaign and see the estimated CO₂ savings compared to naive tools.
Deterministic runs + Evidence Packs™ slash review time and rework.
Runners live in your CI. The control plane orchestrates—no raw code ever leaves your network.
We'll run a safe campaign (e.g., PII scrub) on a sample repo and deliver the signed Evidence Pack for your review.