Best DevOps Tools

Higress is a cloud-native API gateway built on Istio and Envoy that supports extensibility through Wasm plugins written in Go, Rust, or JavaScript. It provides specialized capabilities for AI applications, including unified management for LLM APIs and hosting for Model Context Protocol (MCP) servers. Originally developed at Alibaba, the platform offers production-grade performance with support for high-concurrency traffic and seamless configuration updates.

TiDB Operator is a specialized tool designed to manage TiDB database clusters within Kubernetes environments. It automates complex operational tasks to ensure that TiDB functions as a cloud-native database solution. The project provides comprehensive documentation and community support channels to assist users with deployment and maintenance.

OpenOcta is a fully self-developed enterprise-grade AI Agent runtime and control plane that uses a single Go binary to encapsulate the backend and embedded frontend. The project supports intelligent conversation, process automation, and deep integration with business systems, APIs, and toolchains. Users can quickly deploy and connect to internal business systems via CLI, HTTP, or WebSocket.

OpenSRE is an open-source framework designed to help developers build and deploy AI agents for infrastructure incident investigation and response. It provides a comprehensive environment for running synthetic RCA suites and end-to-end tests across various cloud-backed scenarios. By connecting existing observability and infrastructure tools, the platform enables automated reasoning and evidence-backed root cause analysis.