Devaumate doesn't ask for blind trust. Every change is a reviewable PR, every action is logged, and every release is gated by a human. Named case studies are on the way.
Output arrives as pull requests with descriptions, tests and diffs — the same thing you'd review from a careful engineer.
Every agent action, gate decision and deployment is recorded — you can trace any change end to end.
Nothing ships without a human approval. The gate is deterministic, not a suggestion.
A Devaumate run leaves a continuous, timestamped record. Nothing happens off the books — you can replay any change from the first line of the plan to the deployment that shipped it.
The goal or ticket is turned into a written, testable spec before a line of code is touched — captured as an artifact, versioned, and linked to the run.
recorded: spec.md · scope · acceptance criteria · run-idEvery file an agent creates or edits is logged with which agent did it, when, and against which spec — as ordinary commits you can read and diff.
recorded: agent · files touched · diff · commit SHA · timestampUnit, API and E2E suites are executed and their reports stored — pass and fail counts, not a claim of "tests pass". Tests-present is reconciled against tests-executed.
recorded: suite · executed vs. present · pass/fail · logsAn independent reviewer agent reads the artifacts and the running build and records an explicit verdict. A reject sends the work back — the revision is on the record too.
recorded: reviewer · APPROVE / NOTES / REJECT · findings · roundAt every human gate, the decision, the approver, and the moment are stamped into the state. A release advances only on a recorded human "approve" — never a silent default.
recorded: gate · decision · approver · timestampThe build that shipped, the environment it went to, and any rollback are all events on the trail — so "what's in production and how did it get there" always has an answer.
recorded: artifact · environment · deploy / rollback · outcomeThis is the line Devaumate will not cross on its own. A defined set of hard-floor actions are always executed by a person — the agents prepare and stage them, but a human runs them. It's enforced deterministically by the pipeline, not left to best-effort judgment.
The go-live push to production is staged by agents and executed by a human. Agents never ship to prod on their own.
Provisioning that spends real money is drafted and costed, then a person authorizes and applies it.
Live credentials and keys are injected by a human into your own vault. Agents work with references, never the raw secret.
Granting or altering permissions and roles is an access-control action — reserved for a person, every time.
Irreversible data or resource deletion is never automated. If it can't be undone, a human does it.
These floors are enforced by the pipeline's own gates and hooks — a promise the system keeps mechanically, not a policy it tries to remember.
Agents move fast on everything reversible. On the handful of actions that aren't, the answer is always the same: a human executes.
We're preparing anonymised, metric-backed case studies. Placeholders below — real numbers will replace them, never fabricated ones.
Idea-to-production time before and after Devaumate on a real backlog.
Shipping cadence lift with agents running the delivery loop.
Change-fail rate and on-call load with automated DevOps.
We publish only measured results from real engagements. Until a case study is verified, this page shows placeholders rather than invented figures.
These are the delivery metrics Devaumate instruments and reports from your own run — the industry-standard DORA four, plus review-pass rate. We show the definitions, not numbers: the figures come from your engagement, measured against your own baseline.
Idea to production — how long a change takes from scoped spec to running in prod.
How often changes are shipped to production over the engagement.
The share of deployments that cause a failure needing a fix or rollback.
How quickly service is restored after a failure in production.
The share of changes that clear their reviewer and human gate on the first pass.
We report what actually happened on your work — with the audit trail behind every figure. No borrowed benchmarks.
These metrics are measured per engagement against your own baseline. They are not marketing averages or claimed results — until a figure is produced by a real run, it isn't shown.
Don't take a testimonial's word for it. Point Devaumate at one real slice of your backlog, keep it in a sandbox branch, and review every PR yourself. What you keep at the end is the full trail — your evidence, not ours.
Run a pilot on one real slice of work and keep the trail. That's the most honest case study there is — your own.