The ADLC plans, builds, tests, reviews and secures every change — inside your environment, under your policy. Agents never self-merge.
Agents do the work. Your team holds the controls. Autonomy is earned per team and per repository, never assumed.
The platform runs inside your own cloud tenant. Code, history and telemetry never leave your control.
Not just code generation. Six governed stages carry one work item from ticket to a review-ready pull request.
Fine-tune how independently agents operate, from fully supervised to earned autonomy — per team, per repository.
Agents ground plans and changes in your actual repository, not guesses — coordinated changes across many files.
A blocking privacy and security gate on every change — Magpii's own heritage, built into the pipeline, not bolted on.
Codified rules on autonomy, blast radius and forbidden areas.
Every run is attributed to an identity with scoped roles.
Short-lived credentials, limited to one repo and branch per run.
Disposable, locked-down workspaces with controlled egress.
A complete record of every decision, action and approval.
Integrates with your approval and ITSM workflows.
| Stage | What happens | Your control |
|---|---|---|
| Plan | Reads the work item and your codebase; produces a reviewable plan. | Optional plan approval |
| Implement | Drives a coding agent in an isolated, disposable workspace. | Scoped access only |
| Test | Writes and runs tests; will not proceed on a failing build. | Automatic quality gate |
| Review | Checks the change against your standards and conventions. | Automated pre-review |
| Secure | Runs security, dependency, license, secret and PII scans. | Blocking gate |
| Integrate | Commits, opens a pull request, links the work item. | Human merges |
Generic coding agents are fluent in syntax but blind to context. The ADLC is different — we fold your sector's standards, conventions and operating realities into the runtime itself, so every plan, review and change already reasons like one of your own engineers.
Plans and reviews draw on the standards and failure modes specific to your sector, not generic best practice.
Every change is checked against the quality and regulatory frameworks your industry is actually audited on.
Agents understand what a change touches — safety-critical systems, control boundaries, uptime — not just the diff.
The same blocking privacy and security gate Magpii was built on, now extended to operational and industrial data.
Delivery of routine work items, freeing senior engineers for high-value work.
Enforced tests, review and security on every change.
A complete, immutable record for compliance.
Budgets, policy and human approval throughout.
Run the ADLC against your own backlog and see the guardrails in action.
