AI Agents for Operations
AI agents that watch production for change-caused regressions, triage incidents back to the responsible deploy or PR, and remediate where the team has authorized them to act.
- What are Agent SLOs?Agent SLOs are service level objectives that AI agents define, evaluate, and act upon autonomously, translating business-language intent into measurable metrics. Learn how they work and how they differ from traditional SLO tools.
- What are AI agents for software operations?AI agents for operations are autonomous software systems that use large language models and tooling to observe, analyze, and act on production systems continuously. Learn how they work, what they can do today, and how they differ from chatbots and copilots.
- What are domain-specific languages (DSLs) for AI agents?Domain-specific languages (DSLs) are purpose-built programming languages that give AI agents constrained, expressive interfaces for specific problem domains. Learn why DSLs outperform raw SQL or Python for agent tasks, and how to build and test them.
- What is agent engineering?Agent engineering is the discipline of designing, building, and operating AI agents that interact with software systems. Learn about tool design, domain-specific languages, and context management for long-running agents.
- What is AI-assisted production triage?AI-assisted production triage uses AI agents to connect a production symptom back to the recent change that caused it and assemble the investigation context a human or coding agent needs to act. Learn how it differs from autonomous remediation and where it fits in the incident workflow.
- What is an AI SRE?An AI SRE is an AI agent that monitors production, triages incidents, connects symptoms to changes, recommends fixes, and remediates inside guardrails.
- What is autonomous remediation?Autonomous remediation is the practice of using automated systems to detect, diagnose, and fix production issues without human intervention. Learn about the trust spectrum, prerequisites for safety, and what kinds of issues can be autonomously remediated today.
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