Antimetal

RT @shreyasaiyer: One of the harder parts of on-call is figuring out whether a new alert is another symptom of the problem you’re investigating or a separate failure. We wrote about how we built a learned model to accurately and efficiently correlate alerts by their underlying cause. Read more:

RT @FireworksAI_HQ: A lot of attention is on coding agents, but the more interesting work is in the rest of the stack that actually gets them into production and keeps them reliable. We join @antimetal @braintrust & @browserbase for The AI Dev Stack: Beyond Code. RSVP:

After our first edition in NYC, we’re bringing The AI Dev Stack to San Francisco. Join @FireworksAI_HQ, @braintrust, @browserbase & @antimetal on Aug 18 to see how teams are building the modern development stack beyond coding agents. RSVP Required.

RT @shreyasaiyer: Production engineering agents are bottlenecked by context. A single trace in a large distributed system can exhaust the entire context window. At Antimetal, we built a set of compression techniques that fit 10–100× more telemetry into our agents’ context windows, allowing them to solve classes of problems that were previously intractable.

RT @n0w00j: huge shoutout to @antimetal for hosting a sick pre-screening for the Odyssey idk how companies are doing this but it makes me want to see if Melius can do pre screening for the Demon Slayer movie next year

RT @yrechtman: The Odyssey with @antimetal

RT @LangChain: LangSmith for Startups Spotlight: @Antimetal Antimetal is an autonomous system to manage your software in production. It builds a world model of your environment -- then its agents continuously monitor to prevent issues, triage alerts, and ship fixes. They are currently in private beta and used by engineering, infrastructure, and SRE teams at startups and the Fortune 500. They build with Deep Agents and leverage LangSmith for tracing, evaluations, and sandboxes. Speak to their engineering team for a demo at

RT @shreyasaiyer: We ran an experiment. We pointed Antimetal at our own production environment, emitting 3,000 error logs a day, with no prior guidance. It cut our error volume by 76% in a single day. It found six unique problems, including one we'd misdiagnosed for weeks. It diagnosed and triaged each one, resolved it, and monitored the fix to confirm stability. Production that runs itself is no longer hypothetical.

RT @saionaidu: Most companies building complex software products scale technical implementation by hiring forward-deployed engineers. We built an internal application to automate most of it first. We break this down in our newest blog post, including how it works, what it's meant for our team, and where we see the role of FDEs.

Antimetal is now available in the @cursor_ai marketplace. Give your Cursor agent the ability to see, understand, and operate production, better than ever before.

@cursor_ai More info at

Introducing Antimetal for coding agents. Unify 50+ tools into a single MCP, and provide full runtime context, so you can investigate and fix production issues without leaving your editor or CLI.

Great evening at Antimetal NYC with @cursor_ai, @AntithesisHQ and @modal highlighting teams building the AI dev stack. Closing the loop from code to production. Thanks to everyone who came out.

RT @niclasernst: Prize for the prettiest office in New York goes to @antimetal.

The way we write, ship, and maintain software is changing fast. Join @cursor_ai, @modal, @AntithesisHQ & @antimetal in NYC on Feb 26 to see how teams are building the AI dev stack. RSVP required

RT @shreyasaiyer: As software systems grow, understanding them becomes fragmented across people and tools. No single artifact captures how the system actually behaves. We describe the model we’ve been building at Antimetal to make this implicit understanding explicit and machine-legible.

RT @mprkhrst: Antimetal has a new office...

RT @tamarawinter: @mprkhrst ❣️ reminds me—I’m currently in Tokyo and someone asked where they could buy this

RT @JohnPhamous: animated console.log message - svg with <animate> - doesn't play looping animation when `prefers-reduced-motion`

RT @mprkhrst: One of our sr engineers desks -vertical monitor -split keyboard -split frame glasses -fish tank with 1 snail in it We love to see it