CloudThinker + Firefly
CloudThinker doesn't replace Firefly — it integrates with it. Everything Firefly produces by discovering cloud assets and codifying them into IaC while catching drift becomes the input CloudThinker's autonomous AI agents act on: investigating root cause, executing approval-gated remediation runbooks, and resolving issues without pulling your team into another context switch.
Think of CloudThinker as the autonomous action layer on top of your existing infrastructure-as-code stack — unifying Firefly, your cloud providers, your code repositories, and your incident tools into a single AI-driven operations platform. They see. CloudThinker acts.
Platform Architecture
Your existing tools — Datadog, PagerDuty, New Relic, and the rest — remain exactly as they are. CloudThinker connects to all of them, unifies their signals, and adds the autonomous AI action layer that turns insights into resolution.
Operating Model Comparison
Partial = limited or requires additional configuration/tooling. CloudThinker integrates natively with Firefly — both platforms work together, not in competition.
The autonomous AI layer your infrastructure-as-code stack is missing
Firefly is excellent at discovering cloud assets and codifying them into IaC while catching drift — and it should keep doing exactly that. CloudThinker connects to Firefly and takes the next step: the Incident Response Agent consumes its findings, correlates signals across your full stack, investigates root cause, and executes approval-gated remediation runbooks — often resolving the issue before your on-call engineer opens Slack.
CloudThinker doesn't just read Firefly — it also connects to your GitHub PRs via AI Code Review, your Kubernetes clusters, AWS/GCP/Azure accounts, Jira tickets, Slack channels, and PagerDuty on-call schedules. The result is a single AI-driven operations layer that sees and acts across every part of your infrastructure — not one slice of it.
CloudThinker's Graduated Autonomy model lets you start with AI-drafted recommendations and gradually increase to fully autonomous remediation on a per-environment, per-skill basis. Every action is audited with full rationale — so you can safely lean on AI for more operational toil while your engineers focus on building.
CloudThinker connects to Firefly in minutes. Keep your infrastructure stack exactly as-is — and add an AI layer that acts on it automatically.