AGENTS · SDLC
The SDLC Agent.
Code review summarization, ticket triage, test scaffolding, and release-note generation against your existing source control, ticketing, and CI. Designed to stay inside the engineering team's loop — not to author production code without review.
Inside the loop, not around it.
The SDLC Agent is built to participate in the engineering workflow your team already runs — not to replace any part of it. It summarizes a pull request for a reviewer who's about to look at it, drafts the test cases the change implies, files the release note that the change deserves, and triages the inbound ticket queue against your existing labels.
It does not merge code. It does not deploy. It does not author production changes without a human reviewer signing off. The point is to make engineering review faster — not to remove the reviewer.
Capabilities.
PR summarization
Read the diff, the related tickets, and the historical context. Surface the actual change, not the file count.
Test scaffolding
Generate first-pass tests against the change. Cases for happy path, edge cases, and the failure modes the diff implies.
Release notes
Draft user-facing release notes from merged changes between two refs. Human edits before publish.
Ticket triage
Classify, prioritize, and route inbound issues against your team's labels. Surface duplicates and missing context.
Integrations.
First-class adapters for GitHub, GitLab, and Bitbucket source control; Jira, Linear, and ServiceNow for ticketing; the major CI surfaces (GitHub Actions, GitLab CI, Azure Pipelines, CircleCI) for build context.
All adapters honor the read/write surface manifest pattern documented on the adapters page — every action the SDLC Agent takes against your source control or ticketing system is declared, signed, and enforced at runtime.
Pilot the SDLC Agent.
One engineering team, one named workflow, six to ten weeks. Sovereign environment, your source control, your CI. The pilot ends with a workflow your team owns.