# Antimetal Investigate production alerts across logs, code and deployments. Review evidence-linked diagnoses and proposed fixes, then validate and ship changes with your team. - Findings24: - Site: - Categorias: Assistente DevOps IA, Developer Tools ## O que é Antimetal? Antimetal is a production-engineering platform that connects code, infrastructure and observability context into a World Model. It groups incoming signals, prioritizes issues and improvements, and runs scheduled patrols across the environment. It generates code and configuration fixes for review and follows approved changes in production to check recovery. Teams should configure access and approvals and validate changes through their normal engineering controls. ## O que Antimetal pode fazer? ### Connect operational context Link telemetry, deployments, code changes and team context into a model of the production environment, using the systems your team already has. ### Investigate an alert with evidence Start an investigation from an alert in Slack and inspect its supporting findings, root-cause assessment, confidence score and causal graph. Ask follow-up questions or add context to the investigation. ### Turn a diagnosis into a fix plan Review generated code or configuration fixes and their supporting context. After approved changes are deployed, inspect production verification to assess whether the issue is resolved. ## Casos de uso ### Triage a cross-service incident Bring signals from existing tools into one investigation when an alert may be connected to a deployment, code change or another service. ### Review a remediation before shipping Examine the rationale and steps for a proposed fix, then run your own validation and move it through the team’s normal review and deployment process. ### Ask questions about the running stack Use connected infrastructure and operational context to explore how the system behaves or add information to an incident report. ## Perguntas frequentes ### Will Antimetal apply a fix automatically? The current site describes generated fixes for review and production verification after approved changes. Configure permissions and approval paths, and confirm the exact execution and deployment behavior for your connected systems. ### What needs to be connected first? Connect the relevant code, infrastructure and observability systems so Antimetal can build context. Configure permissions, approval paths and deployment controls for the environment. ### Can it be used for time-critical or mission-critical functions? Before using Antimetal for a critical workflow, review its current service terms and the organization’s reliability, change-control and incident-response requirements. ### What should a team know before sharing operational data? Review the current data-processing and service terms before connecting operational data. Confirm permitted data uses, required access and retention, and maintain the organization’s own backup and recovery process. ## Informações rápidas - **Primary users**: Engineering and production-operations teams - **Core inputs**: Connected telemetry, infrastructure information and code context - **Investigation outputs**: Evidence, root-cause assessment, causal graph and proposed fixes - **Change control**: Generated fixes for review; verification of approved changes in production - **Starting point**: Arrange a demo and connect the relevant systems