Software Development
Coding agents changed software delivery faster than any other field. We build the ones that fit into your repositories and pipelines: reviewers, migrators and on-call responders that open pull requests your engineers approve.
Code Review AgentReviews code changes with an understanding of the whole system, points out real problems and suggests fixes.On-Call Incident Triage AgentResponds first to system alerts, investigates the cause and wakes an engineer only when one is needed.Test Generation & Coverage AgentReads code changes, writes the tests they need and keeps the test suite up to date.Codebase Migration AgentCarries out large software upgrades one small, reviewable change at a time.Technical Documentation AgentWrites technical documentation from the code and keeps it up to date as the code changes.Security Vulnerability Triage AgentSorts security scan results into real risks and false alarms, and drafts fixes for the real ones.Bug Reproducer AgentReads a bug report, reproduces the problem and attaches the steps and the likely cause.Release Notes & Changelog AgentWrites clear release notes for customers from the list of changes in each release.Cloud Cost Reduction AgentReviews your cloud spending, finds the biggest savings and prepares the changes for approval.Data Quality & Pipeline AgentMonitors the flow of data between systems, diagnoses quality problems and fixes the common ones.Design-to-Code AgentTurns a screen design into working code that follows your team’s conventions, ready for review.API Integration AgentReads another company’s technical documentation and writes the code that connects your system to theirs.
Added for 2026
Newer problems, and older ones that the latest AI has made practical to solve.
Legacy Modernisation AgentMaps an old codebase, recovers the business rules and migrates it module by module with tests that prove equivalence.Ticket-to-Pull-Request AgentTakes a well-specified ticket, writes the change in an isolated environment and opens a pull request with tests passing.AI Evaluation and Red-Team AgentRuns regression and adversarial tests against your AI features on every change and blocks releases that regress.Dependency Upgrade AgentKeeps dependencies current: reads changelogs, applies upgrades, fixes what breaks and explains the risk.Compliance Evidence AgentCollects SOC 2 and ISO 27001 evidence from your systems continuously and flags controls that have drifted.
Systems we work with
- Git hosting and code review
- CI/CD pipelines
- Issue trackers
- Observability and incident tools
- Cloud consoles and infrastructure as code
- Security scanners
Rules and standards we design for
- Branch protection and change control
- SOC 2 and ISO 27001 evidence
- Software supply-chain policy
- Secrets handling
Good places to start
- Code review and tests
- Migrations and upgrades
- Incident triage
- Security findings
Tell us which work takes up too much of your team’s time.
We will tell you honestly whether an AI agent can help, and what it would involve.