The autonomous system for production.
You may be able to build software rapidly, but if people can’t depend on it, if you can’t figure out what breaks, well, people aren’t going to use it.”
Production engineering, as practiced today, asks humans to close a gap they cannot close. The complexity of a modern stack outpaces any team's mental model of it. What falls into the gap is paid for in interruption: pages at 3 a.m., dashboards that surface symptoms but not causes, fixes that never become prevention.
We are building the autonomous system for production: the layer that closes that gap. It reads from 100+ integrations across your observability, cloud, and infrastructure. It diagnoses. It fixes. It prevents. It answers any question.
A new layer of the stack
Antimetal is the autonomous layer between your team and your production systems.
Engineers ship what compounds.
Production now emits more data than any team can comprehend. Engineers spend 40% of their hours chasing it: pages, symptoms, fixes that never prevent. That work belongs to software.
A layer that owns the runtime.
At its core sits a live world model, a continuous understanding of how your stack behaves. On top, an army of specialized agents acts on the model to diagnose, fix, prevent, and answer any question.
Everyone else watches. We operate.
Built for production, not telemetry. Observability surfaces signals. Copilots write code. Runbooks document intent. None of them are accountable to what runs after deploy. Antimetal is.
Your Team
Sets the priorities, approves the changes.
Production
Services, infrastructure, code at runtime and everything around them.
One platform.
An army of agents.
Specialized agents that own a slice of production — composable, auditable, on-call.
Patrol
Owns incidents end-to-end. Diagnoses, fixes, verifies.
Triage
Reproduces customer reports against live prod and routes them.
World Model
Synthesizes traffic, finds regressions before canary does.
Create Your Own
Reviews changes against the world model. Flags drift.
Common questions.
The most common questions we get from teams considering Antimetal. If yours isn't here, book a demo.
Antimetal connects to your existing tools and continuously streams in signals from across your stack: telemetry, code, deploys, ownership, conversations in Slack. Each signal is normalized and linked to every related one, so a deploy connects to the metrics it changed, the alert it triggered, and the engineer who pushed it. The result is a living model of your system that updates in real time and gets sharper the longer Antimetal runs. Read more here.
Antimetal sits on top of the observability tools you already use, and makes the data they collect much more useful. Those tools were built for humans to read dashboards and chase alerts. Antimetal is built for a world where production runs itself.
Coding agents are powerful, but production is a different beast: a constantly changing system with no canonical representation. Solving anything in it requires memory across sessions, a live picture of what's running, and visibility into what sits upstream of a stack trace. None of that fits in a context window. The agent isn't the hard part. The model underneath is. Antimetal's world model is what gives an agent all of it, which is why Antimetal outperforms standard coding agents on production tasks by over 20% in benchmarks.
Antimetal needs read access to your observability, infrastructure, and code. You control what it's allowed to do beyond that. By default, every change routes through your normal review process, whether that's a PR, a deploy, or a Slack approval. Antimetal does the work, your team signs off on what reaches production.
The autonomous system for production.
Take a 30 minute demo to see if Antimetal
is the missing layer in your stack.