--- title: AI Agents for DevOps, SRE, FinOps and Security | AstroKube description: AI agents investigate alerts and handle recurring infrastructure work 24/7, using shared context and repeatable workflows under engineering oversight. language: en source: https://astrokube.com/product/agents/ --- # AI agents for your infrastructure. Governed by engineers. Specialist agents handle alerts and recurring operations 24/7 with shared context and repeatable workflows. Engineers govern execution and verify results. [Book a demo](https://astrokube.com/book-a-demo) [Explore the platform](https://astrokube.com/product/platform) ![Agent task board in AstroKube Platform showing open, blocked and completed work](https://astrokube.com/images/product/screenshot-agenticplatform.webp) ## Give your team room to focus on product Alerts, maintenance, and troubleshooting compete with product delivery. Delegate recurring infrastructure work while your engineers retain control and focus on architecture, reliability, and product improvements. Platform Engineering Agent Release Engineering Agent SRE Agent Security Agent FinOps Agent Application Performance Agent THE AGENT TEAM ## One agent for each part of production Each specialist owns a clear operational discipline. Together they cover the work between your code and your cloud without creating another set of handoffs for your team to manage. - ### Platform Engineering Agent Maintains cloud and Kubernetes building blocks, prepares standard infrastructure as code, detects drift, and keeps platform patterns consistent. - ### Release Engineering Agent Monitors CI/CD pipelines and rollouts, checks production health after each change, and starts reviewed rollback workflows when a release crosses a threshold. - ### SRE Agent Triages alerts, connects telemetry with recent changes and dependencies, follows incident runbooks, and prepares evidence for remediation. - ### Security Agent Checks cloud and Kubernetes configuration against policy, tracks exceptions, prepares fixes, and routes sensitive changes through approval. - ### FinOps Agent Connects cloud spend to services and usage, finds idle or oversized capacity, explains cost changes, and prepares optimization actions for review. - ### Application Performance Agent Tracks latency, errors, and saturation against releases and service dependencies, identifies regressions, and verifies the effect of each fix. ![Provider catalog in AstroKube Platform for connecting cloud accounts, clusters and tools](https://astrokube.com/images/product/screenshot-providers.webp) OPERATING MODEL ## From shared context to repeatable operations Agents work on your infrastructure 24/7 using AstroKube Platform’s shared context, tools, and workflows. Resource relationships, configuration changes, and previous findings inform their work. - Run when needed: On demand, through alert-driven webhooks, or on a cron schedule. - Work with your stack: Connect cloud providers and tools such as GitOps, OpenTofu, and Kubernetes. - Make execution repeatable: Agents investigate and select actions; workflows execute defined procedures. - Keep knowledge available: Preserve findings and operational knowledge so the next task does not start from zero. ![Agent autonomy policy in AstroKube Platform, set capability by capability](https://astrokube.com/images/product/screenshot-auditlogs.webp) AI GOVERNANCE ## Governed agents. Evidence you can review. Your DevOps or infrastructure team can govern the agents, or AstroKube engineers can govern them as part of our services. Permissions, approvals, and execution evidence support human oversight and your AI Act compliance work. Applicable requirements depend on how agents are deployed and used. Governance controls support compliance; they do not replace a system-specific assessment. - Scope which resources agents can access and which workflows they can run. - Set autonomy levels and require approval for sensitive actions. - Review what changed, which checks ran, and whether the expected result was achieved. ![AstroKube Platform overview with agent, run, cost and asset summaries](https://astrokube.com/images/product/screenshot-home.webp) INTERFACES ## Work with agents from the tools you use Bring agents into your existing workflow through chat, the command line, or AstroKube Platform. - Collaborate through Slack or Microsoft Teams. - Interact directly through the CLI or AstroKube Platform. - Connect your own agent to incorporate AstroKube capabilities into your workflow. ![Skills available to the agents in AstroKube Platform](https://astrokube.com/images/product/screenshot-tools.webp) EXTEND YOUR AGENTS ## Adapt agents to your operational needs Start with the existing specialist agents. Add skills, memory, or tools only when your environment needs them. - Manage agent memory to retain relevant operational context. - Add your own skills to extend agent behavior. - Use AstroKube Platform tools and MCP servers within defined permissions. FAQs ## Frequently asked questions ### Do the agents replace our engineers? No. Agents handle recurring investigation, monitoring, and workflow execution. Your DevOps or infrastructure team can govern them directly, or AstroKube engineers can provide governance through our services. ### What can agents do without approval? Agents act within the permissions and autonomy levels you define. Sensitive changes require approval. When an agent needs engineering judgment, it escalates with the context and evidence gathered so far. ### Will the agents work with our existing stack? Agents connect to AWS, Google Cloud, Azure, and Kubernetes, alongside your delivery and observability tools. Shared infrastructure context informs their work, and workflows execute defined procedures. ### How do we get started? Book a demo to explore the agents, discuss your infrastructure, and identify the operational work you want to delegate. GET STARTED ## Put agents to work on your infrastructure Explore how agents handle recurring operations with shared context, repeatable workflows, and engineering oversight. Find where they fit your team and stack. [Book a demo](https://astrokube.com/book-a-demo)