Developer Experience Automation
You hear the friction in standup but never have data on which one costs the most.
Developer experience (DevEx) platform that measures build times, CI flakiness, deploy friction, and dev-survey signal — against real activity, not a quarterly survey. You get a prioritized fix list each cycle.
~5 hrs/wk back to you · DevEx friction tracked + fixes drafted every week
HOW IT WORKS
Three steps per cycle.
Managed service. We do the setup, the agent orchestration, the exception handling. You own the decisions.
Step 1
Agents measure DevEx against real activity.
Build times tracked per commit. CI flakiness rate scored. Deploy friction (rollbacks, manual interventions) counted. Dev-survey themes parsed from open responses. Pulled from your CI logs, your tracker, your Slack DevEx channel.
Step 2
Agents draft the prioritized fix list. Each comes with predicted impact.
For each pain point: the data showing the problem, a proposed fix, the predicted improvement based on similar prior fixes. CI flakiness top of the list because it costs the most engineer-hours; flaky test owner identified.
Step 3
Your platform lead approves the fixes. Improvements ship.
One queue per cycle: pains ranked by impact, fixes drafted, gains predicted. Approve a fix to schedule for implementation; reject to re-analyze. Outcomes measured against the prediction next cycle.
Where the line sits.
Agents run the repetitive work your VP Engineering / Head of Platform shouldn’t be doing. You stay in charge of the judgment.
Specifically, agents don't:
- Implement a platform change that affects all engineers without your Head of Platform's sign-off.
- Recommend a fix that requires headcount or vendor changes without flagging it for executive review.
- Share dev-survey data containing identifiable comments without your review.
A human approves anything that changes your books, your customers, your compliance posture, or your people. Every time.
YOUR DATA STAYS YOURS.
Agents read what they need to do the work. Nothing is stored on our side. Nothing is used to train models.
PRODUCTION-READY ON DAY ONE.
Every deployment includes governance and approval chains, role-based access control, monitoring, and model management.
Ready to pressure-test it?
Talk to an agent or drop a note. We'll come back with a proposal.
FAQ
Frequently Asked Questions
Yes. Build times, CI flakiness, and deploy friction come from existing logs. Survey gets layered in once your team is ready — not a prerequisite.
Each fix gets measured against the prediction. If the data shows it slowed things, agents flag it and recommend rolling back.
No. We sit on top — reading from your CI/CD, tracker, and Slack. Backstage keeps the service catalog; agents do the DX measurement and recommendation.
Three deployment options: our compliant environment, your cloud, or on-prem. Data stays in the perimeter you pick. Agents read inline to do the work — nothing copied, stored, or used to train models.
Let's look at your workflow together.
Talk it through with an operator now, or send a note. Tell us what's eating your week — we're here to take routine work off your team's plate so they move faster on what matters.
LIVE · TALK OR TYPE
Talk it through with your operator.
A few minutes with the operator who knows this kind of work. Tell them what's slowing you down; if it's a fit, we'll line up a human follow-up to take it further.
Talk or type — your choice. No phone number needed.
ASYNC · 1 BUSINESS DAY REPLY
Or send us your workflow.
Tell us what eats your week. We read every one and reply within a business day.
