Y CombinatorBacked by Y Combinator

Turn AI potential into engineering outcomes

Everyone has the tools. Almost no one has the gains. Mesmer builds the system that turns your tools into software that ships.

This month
WK 17
Tooling
2.4× longer CI on flaky test suite.
Intake
Most AI-drafted fixes decay waiting for review.
Intake
42
ISS-2041
ISS-2039
Auto-merge
31
Reviewer focus
11
Simple ones now auto-merge. Reviewers only see the complex.
31 auto-merged · 11 to reviewers
LOW
HIGH
CODE
CI
REVIEW
QA
MERGE
DEPLOY
Platform
Org-wide friction map
+ 6 MORE TEAMS
100s of leading teams ship with Mesmer
Rohlik
Fluency
Open
Koywe

The Agentic OS for Your Engineering Team

Agent blockers are different. We find and remove them.

Friction index
low
high
Code
CI
Review
QA
Merge
Deploy
Platform
4.6d
Growth
Payments
QA now dominates org-wide friction.+ 6 more teams
Shipped

Ephemeral environments now run on every PR.

QA cycle 4.6d → 1.1d · now distributed to PMs, designers, support.

  • Diagnose from the work itself

    We connect to every tool your team works in, and find what’s stalling your org, measured against every team we track.

  • Battle tested solutions, tailored

    Thousands of experiments already run across hundreds of teams. You get the ones that won, fitted to your stack and the way your team already works.

  • We ship the fixes for you

    Our engineers do the work, in your repos, in your workflow. Then we find the next fix, and ship that too.

Leading teams use Mesmer

Rohlik Group’s AI efforts weren’t compounding. We connected to their data, found why, and put the fixes in place.

Measured over 5 months

Productivity lift
+156%

Engineers became 156% more productive after rolling out Mesmer.

Agent output
8.5×

The output of their coding agents grew 8.5× across the org.

Bottom quartile
>400%

Previous low performers closed the gap.

How it works

01You connect

Connect your stack in 5 minutes

GitHub
Connected
Slack
Connected
Jira
Connected
Linear
Connected
GitLab
Connected
02We map

We build a live picture of your organization

Slack
GitHub
Linear
Datadog
Mesmer
PR cycle time
2.4d
Coding speed
+9%
Review latency
6.1h
Deploys / day
12.8
03We ship, every month

The next highest impact AI leap

Deploy with confidence

Your data stays yours. No training. SOC 2 Type II. Clear access boundaries.

No data retention

Mesmer processes your data, then clears it.

Your data is never used to train Mesmer.

We've blocked every LLM provider we use from training on it too.

SOC 2 Type II Certified

  • Annually audited
  • Encryption everywhere
  • SSO · SCIM · RBAC · audit

Deploy on your infrastructure

Mesmer can run inside your private network for full control over data, access, and infrastructure.

Built on actual work

Mesmer plugs into every tool your team already lives in, and reads it as one picture of how your org really works.

Code-level signals

Commits, PRs, and reviews, tracked in real time.

Planning and intent

Tasks, projects, priorities, and scope, linked directly to delivery.

Human and AI context

Discussions, decisions and agentic activity, mapped to the work they affect.

The AI tide is rising. Don’t get left on shore.

Book a demo and we’ll show you what your biggest opportunities are, based on your work data.