NudgeBee is an open-source AI platform designed to automate and optimize day-2 cloud operations for SRE, FinOps, and CloudOps teams. It provides a unified environment for building and deploying AI agents that investigate incidents, reduce cloud and Kubernetes costs, and automate operational tasks while maintaining human oversight. The platform leverages a knowledge graph and infrastructure memory to ensure that its AI-generated answers are grounded in the user's environment and to help manage large language model costs.
The tool offers pre-built AI assistants tailored to common cloud operations use cases: the AI-SRE Assistant triages alerts, correlates logs and metrics, and surfaces root causes with suggested fixes, aiming to reduce triage time and escalation rates; the AI-FinOps Assistant provides a ranked inbox of cost optimization recommendations across AWS, Azure, GCP, and Kubernetes, applying fixes directly and supporting ongoing savings; the AI-CloudOps Assistant automates tasks such as drift detection, compliance checks, and scheduled operations across cloud providers; and the AI-K8s Ops Assistant manages Kubernetes upgrades, API deprecation checks, Helm verification, and namespace monitoring for both cloud-based and on-premises clusters. Each assistant is pre-configured with relevant integrations, runbooks, and contextual knowledge, allowing deployment within days.
NudgeBee features an automation builder that supports custom agent and workflow creation, with 61 pre-wired integrations—including Slack, Jira, PagerDuty, and various observability tools—and core automation components such as triggers, control flow logic, and human-in-the-loop controls. Automations can be triggered by webhooks or ticket events, and actions include running commands on Kubernetes clusters or AWS accounts, managing incidents, and searching observability data. Security and governance are addressed through enterprise guardrails, RBAC, approval gates, and audit trails.
Deployment options include a self-hosted installation via Helm, with zero telemetry by default. NudgeBee is positioned as a solution for teams facing operational burdens, alert fatigue, and cloud cost management challenges as their infrastructure scales. The platform is available as open source, and it was showcased live at KubeCon India.
nudgebee is an Autonomous agents & workflows product. It focuses on automating and optimizing cloud operations, incident response, and cost management for SRE and FinOps teams using AI agents. nudgebee is an open-source project aimed at SRE, FinOps, and CloudOps teams. The project is open source (Apache-2.0). nudgebee is available on the web, and it can be self-hosted.
It is developed by NudgeBee, and the product first shipped in 2026. The project is developed in the open on GitHub with 373 stars and 515 commits in the last 90 days. Across PulseGate's embedding index, nudgebee has few near neighbours, marking it as relatively distinct. Among its 7 catalogued features are incident investigation, cost optimization, and automation builder. It exposes integrations via a public API.
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