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description=Antimetal is the autonomous system for production. Continuously understanding, operating, and improving your environment.;

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Text of the page (random words):
antimetal blog careers government antimetal sign in book a demo blog careers government sign in book a demo production that runs itself antimetal is the autonomous system for production continuously understanding operating and improving your environment book a demo explore the research 2 07 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 ben lutch google vp of engineering understanding needed to manage production what your team can hold in their heads representational gap complexity time p roduction engineering as practiced today is breaking software systems have grown too complex for humans to manually operate and the knowledge required to run them is fragmented across tools infrastructure alerts and tribal knowledge the result is pages at 3 a m dashboards that surface symptoms instead of causes and fixes that never become prevention antimetal is building the autonomous system for production a new layer between your team and your running systems it diagnoses it fixes it prevents it learns how your systems run and operates production for you 02 where we sit a new layer of the stack antimetal is the autonomous layer between your team and your production systems the vision production should run itself production is too complex to run manually engineers should set direction ship product and approve important changes the rest should be handled autonomously the world model 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 the autonomous layer everyone else watches we operate most software stops at recommendations and assistance keeping humans in the loop as the operational layer antimetal is designed to continuously investigate operate and improve production systems itself your team defines priorities direction and goals antimetal agents army of specialists that act on production antimetal world model a live view of how your stack actually behaves 92 more integrations production runtime systems infrastructure code execution and everything around them antimetal production 04 your stack is our stack one platform an army of agents specialized agents that own different slices of production composable customizable and fully auditable proactive patrol continuously watches for operational risks regressions and system drift reactive triage turns noisy production signals into structured actionable issues intelligence world model continuously learns how your systems and teams behave and evolve platform agent builder create custom operational agents via natural language 05 faq operating production with agents what teams want to know before trusting antimetal in production how does antimetal understand my systems antimetal builds a continuously evolving world model of your production environment by connecting to the tools you already use each signal is normalized and linked to the systems changes and people around it so a deployment connects to the metrics it changed the alert it triggered and the engineer who pushed it the result is persistent operational context that updates in real time and improves the longer antimetal runs does antimetal replace observability tools no antimetal sits on top of the observability tools you already use and uses their data to build and maintain its world model observability platforms were built for humans to read dashboards and investigate alerts antimetal is built for a world where production operates itself why isn t a coding agent enough coding agents are good at generating code operating production is different it requires continuous understanding of a live system what changed what depends on what what failed before and what is happening right now that understanding cannot come from a single prompt or context window antimetal s world model gives agents continuously updated operational context across your infrastructure telemetry deployments and code that is what allows antimetal to reason about production systems in ways standard coding agents cannot what can antimetal do autonomously antimetal can investigate incidents trace failures across systems identify likely root causes propose fixes open pull requests and carry out operational workflows on your behalf it starts with read access to your observability infrastructure and code systems so it can build and maintain its world model from there you control what actions it is allowed to take by default changes still route through your existing approval flow whether that is a pull request deployment pipeline or slack approval 06 stay up to date from the research log view all research 06 10 2026 we used antimetal to resolve 76 of our production errors in one day we pointed antimetal at our production environment to see how many errors it could resolve on its own thibaud roy 9 min engineering 06 05 2026 how we automated technical implementation most startups scale onboarding by hiring forward deployed engineers we built anvil to do most of it in software before reaching for people sai naidu 7 min product 04 16 2026 introducing antimetal for coding agents a single mcp for the runtime context your coding agent is missing matt casey 3 min the autonomous system for production take a 30 minute demo to see if antimetal is the missing layer in your stack book a demo read the research product agentic production engineering company about careers resources docs blog glossary integrations compliance terms privacy all systems normal built in nyc the autonomous system for production soc 2 gdpr and hipaa compliant jump sections