# Antimetal > Antimetal handles everything that happens after you deploy. It investigates, fixes, and prevents production issues by connecting your cloud platforms, observability tools, and code. Antimetal is an AI-powered platform for software engineering teams. When an alert fires, Antimetal pulls together data from logs, metrics, traces, code, and incident history to identify the root cause — then generates production-ready fixes your team can review, validate, and ship. --- ## Overview Antimetal handles everything that happens after you deploy. It investigates, fixes, and prevents issues by connecting your cloud platforms, observability tools, and code. - **Diagnose** — When an alert fires, Antimetal pulls together data from your logs, metrics, traces, code, and incident history to identify the root cause. - **Fix** — Antimetal generates production-ready fixes tied to evidence, so your team can review, validate, and ship. - **Prevent** — Antimetal surfaces blind spots and inefficiencies before they become incidents. --- ## Product ### Issue Lifecycle Issues are the core unit of work in Antimetal. Each issue represents something worth investigating: an alert from your monitoring stack, something Antimetal surfaced on its own, or a question you asked directly. Issues can be created from alerts (Datadog, Sentry, PagerDuty, CloudWatch, etc.), from search, or directly from chat. Multiple alerts can map to the same issue — Antimetal groups related signals together. **Issue statuses:** - Investigating — Antimetal is actively gathering evidence and building a root cause analysis - Ready to fix — Investigation complete; root cause, findings, and remediation steps are available - Resolved — Marked as fixed by your team - Muted — Acknowledged but deprioritized; reopens if a new alert fires **The investigation process:** 1. Evidence collection — queries connected platforms for logs, metrics, traces, events, and code 2. Causal analysis — analyzes evidence, builds hypotheses, and tests them against the data 3. Root cause report — summary of what happened, why, and supporting findings 4. Remediation — immediate fixes, root cause fixes, and preventative recommendations 5. Causal tree — visual graph showing how issues propagate through your system ### Fixes When an investigation finishes, Antimetal proposes fixes on the Fixes tab. Antimetal does not apply fixes on your behalf — every fix is reviewed and shipped by an engineer. **Fix categories:** - Immediate — stops the active symptom while you investigate - Comprehensive — addresses the root cause to prevent recurrence Fixes can be executed manually (copy a CLI snippet or config change), or shipped as a PR directly from Antimetal. When generating a PR, Antimetal reads your AGENTS.md, CLAUDE.md, and editor rules files, so the change follows your team's code style. PRs are authored by antimetal[bot] and include CODEOWNERS tagging. ### Search Ask Antimetal broad questions about your infrastructure, services, or systems. Antimetal leverages its understanding of your system to answer and kick off investigations from what it finds. ### Skills / MCP Antimetal's plugin lets you interact with your infrastructure investigations, search, and issue management directly from AI coding tools (Claude Code, Cursor, VS Code, Windsurf, Codex, and any MCP-compatible client). **What you can do with the Skills integration:** - Search your infrastructure with natural-language queries - Investigate issues with root cause analysis and remediation steps - Manage issues — create, view, and update directly from your editor - Query logs, metrics, traces, and events from connected integrations **Key skills:** - /investigate — entry point for any software problem; searches issues, reads investigative reports and causal graphs, routes to fix - /fix — applies Antimetal's remediation to your codebase - /antimetal-mcp-setup — configures the MCP connection **MCP server:** `https://mcp.antimetal.com` (supports OAuth and API key authentication) **Install for Claude Code:** ``` /plugin marketplace add antimetal/skills /plugin install antimetal ``` --- ## Integrations Antimetal connects to the platforms your team already uses. All integrations are set up in the Antimetal dashboard at overlook.antimetal.com/integrations. **Monitoring and Observability:** Datadog, Grafana, Sentry, New Relic, Honeycomb, Splunk, Loki, Prometheus, Victoria Logs, Victoria Metrics, Tempo, Better Stack, PostHog, Elasticsearch, BugSnag, Instana, Amplitude, Axiom, Chronosphere, Coralogix, Dynatrace, Logfire, Mezmo **Cloud and Infrastructure:** CloudWatch (AWS), GCP, Azure, Cloudflare Observability, Cloudflare AI Gateway, Cloudflare DNS Analytics, Cloudflare Logpush, Vercel, Render, Argo CD **Incident Management:** PagerDuty, Incident.io, Rootly, iLert, OneUptime **CI/CD:** Buildkite, CircleCI, Azure DevOps, LaunchDarkly **Project Management:** Linear, Asana, Atlassian (Jira), ClickUp, Shortcut **Security:** CrowdStrike **Databases:** MongoDB Atlas, Supabase, Elasticsearch, PlanetScale, Neon, Upstash, Aiven, Confluent **Source Control:** GitHub **Chat:** Slack, Zendesk **Developer Tools:** Notion, Confluence, Jam, Fireflies, Cortex, OpsLevel, Customer.io --- ## Security and Compliance Antimetal is SOC 2 Type II certified and HIPAA compliant. - All data is encrypted in transit (TLS 1.2+) and at rest (AES-256) - Credentials stored using AWS KMS - Infrastructure hosted on AWS with least-privilege IAM roles - All tenant data runs in isolated environments with strict separation boundaries - Third-party AI providers (Anthropic, OpenAI, Google) are configured with no-data-retention policies - Customer data is never used to train shared or generalized models - All integrations request only minimum required permissions (read-only where possible) Contact security@antimetal.com for SOC 2 or HIPAA documentation. --- ## Blog Posts ### We used Antimetal to resolve 76% of our production errors in one day URL: https://antimetal.com/blog/clearing-76-of-our-production-errors-in-one-day Date: June 10, 2026 Author: Thibaud Roy Category: Research We pointed Antimetal at our production environment to see how many errors it could resolve on its own. ### How we automated technical implementation URL: https://antimetal.com/blog/how-we-automated-technical-implementation Date: June 5, 2026 Author: Sai Naidu Category: Engineering Most startups scale onboarding by hiring forward-deployed engineers. We built Anvil to do most of it in software, before reaching for people. ### Introducing Antimetal for Coding Agents URL: https://antimetal.com/blog/introducing-antimetal-for-coding-agents Date: April 16, 2026 Author: Matt Casey Category: Product A single MCP for the runtime context your coding agent is missing. ### Building a Unified Model of Software Systems URL: https://antimetal.com/blog/building-a-unified-model-of-software-systems Date: January 20, 2026 Authors: Shreyas Iyer, Thibaud Roy Category: Research A concrete approach to representing software systems for machine reasoning. ### The Future of Infrastructure is Invisible URL: https://antimetal.com/blog/the-future-of-infrastructure-is-invisible Date: June 12, 2025 Author: Shreyas Iyer Category: Research Writing code is no longer the hard part. It's everything that happens after. --- ## Links - Marketing site: https://www.antimetal.com - Docs: https://docs.antimetal.com - Dashboard: https://overlook.antimetal.com - MCP server: https://mcp.antimetal.com - Book a demo: https://antimetal.com/book-a-demo - Careers: https://antimetal.com/careers - Privacy Policy: https://antimetal.com/privacy - Terms of Service: https://antimetal.com/terms - Security: security@antimetal.com