Dash0 acquires Polar Signals

Auto-tune

Let an agent hunt down performance waste

Every codebase has optimizations nobody’s gotten around to. Auto-Tune is an Agent0 routine that reads your continuous profiling data every day, compares it to the day before, and tells you exactly what changed.

Agent0

Trusted by

Vercel
Notion
Braintrut
Canonical
fal
langchain
legora
materialize
modal
oqton
s2.dev
tigris
weaviate
Vercel
Notion
Braintrut
Canonical
fal
langchain
legora
materialize
modal
oqton
s2.dev
tigris
weaviate
Vercel
Notion
Braintrut
Canonical
fal
langchain
legora
materialize
modal
oqton
s2.dev
tigris
weaviate
Vercel
Notion
Braintrut
Canonical
fal
langchain
legora
materialize
modal
oqton
s2.dev
tigris
weaviate

From profiling data to a mergeable PR

Auto-Tune sits on top of the profiling data that is already collected. Point it at a project, set a schedule, and it takes it from there.

Correlate CPU and memory down to the code

Built on the agent stack your team already uses

Auto-Tune is built on the same protocols powering the rest of the AI-agent ecosystem.

GitHub

Reads code, PRs, commits, CI. Writes pull requests with the fix and the profiling evidence

Linear

Writes up findings that don’t warrant a PR yet as issues.

Any MCP server

Reads continuous profiling, trace, and metric data and acts on any MCP service

And more

OpenTelemetry-native. Connect any profiler or tool that speaks OTLP

Frequently asked questions

Auto-Tune is a feature that autonomously analyzes your continuous profiling data on a schedule, identifies performance and cost optimizations, and opens pull requests for the changes.

It compares your continuous profiling data (CPU, memory, and GPU), looking for architectural changes, regressions, and inefficiencies that are likely to produce a measurable improvement.

No. Auto-Tune opens a pull request with its proposed fix and the profiling evidence behind it. A human on your team still reviews and merges.

Any language or runtime that emits continuous profiling data as OpenTelemetry profiles, including Go, Rust, Java, Python, and Node.js.

Auto-Tune is built on the same agent-routine as Claude Code, and runs through an MCP with OAuth-based authentication.

Let the agent do the digging

Every codebase has optimizations nobody's gotten around to. Auto-Tune finds them, explains them in plain language, and opens the PR