Ship faster without adding more process.
Bugs get triaged, tickets stay tidy and release notes write themselves, so engineers spend their time building.
The team
A few agents with one clear job each, working inside your product and engineering tools and handing off to your people.
- Bug triagerAI agent
- Ticket groomerAI agent
- Release notes writerAI agent
- Review assistantAI agent
What agents handle in product and engineering.
The most common starting points come first. Every agent works inside rules you set.
Bug triage
Reads new bug reports, finds duplicates, adds reproduction steps and routes each one to the right team.
A person approves: priority on anything customer-facingSupport-to-engineering handoff
Turns customer tickets into clean issues with logs, account details and impact.
A person approves: which issues get escalatedPull request first pass
Leaves a first review on each pull request: risky changes, missing tests and unclear naming.
A person approves: every mergeRelease notes
Drafts release notes and customer updates from the work that shipped.
A person approves: every note before it publishesTest case drafting
Writes test cases from specs and flags gaps before a release.
A person approves: the final test planBacklog cleanup
Closes stale tickets, merges duplicates and keeps labels consistent.
A person approves: closing anything older than you chooseIncident summaries
Writes the timeline and summary after an incident from alerts and chat.
A person approves: the final write-upAgents work inside the software you already use.
A few examples. During scoping we confirm how each system connects.
- Jira
- Linear
- GitHub
- GitLab
- Sentry
- Figma
- Notion
- Slack
- and more
Product and engineering agents, answered.
Which tools does a product and engineering agent work with?
Agents work through the software your team already uses, such as Jira or Linear, GitHub or GitLab, Sentry and Slack. During scoping we confirm how each system connects and what access the agent needs.
What does a person still decide?
You set the rules. By default, nothing merges or ships without an engineer's review.
How do we start?
With an opportunity assessment. We rank your product and engineering workflows by expected return and give you a clear quote for the first agent.