# workflow-automation

Open-source SOAR platform with AI-powered playbooks

Tracecat is a YC S24-backed open-source SOAR (Security Orchestration, Automation and Response) platform that lets security teams build AI-powered playbooks for automated incident response. It provides visual workflow builders for creating response procedures, integrates with common security tools, and handles alert triage, enrichment, and remediation — positioned as an open-source alternative to Tines and Splunk SOAR.

No-code platform for building AI agent workforces

Relevance AI is a no-code platform from Sydney, Australia for building and deploying AI agent workforces that execute business workflows autonomously. Backed by a $24M Series B led by Bessemer Venture Partners, it offers 9,000+ integrations, a visual agent builder, a marketplace of pre-built agents, and multi-model support across OpenAI, Anthropic, and AWS Bedrock. Agents handle sales development, lead research, meeting prep, onboarding, and support workflows.

Engineering intelligence for DORA metrics and workflow automation

LinearB is a software engineering intelligence platform trusted by over 3,000 engineering leaders to track DORA metrics, cycle time broken into four phases (coding, pickup, review, deploy), and developer workflow patterns. It connects to Git repos and project management tools, benchmarks team performance against 8.1M+ pull requests from 4,800 organizations, and automates workflow improvements via gitStream — a policy-as-code engine for PR routing, labeling, and review automation.

Single-binary workflow engine with zero dependencies

Dagu is a local-first, self-contained workflow engine that runs as a single binary under 128MB of memory with no database, message broker, or runtime dependencies. Workflows are defined in declarative YAML and can orchestrate shell commands, Docker containers, SSH sessions, HTTP calls, and SQL queries. It includes a built-in Web UI with DAG visualization and Gantt charts, plus an AI agent that creates and debugs workflows from natural language via Slack or Telegram.

Connect 2,800+ APIs for workflows and AI agents

Pipedream is a developer-focused workflow automation platform that connects over 2,800 APIs with managed OAuth and credential handling, letting teams build integrations using Node.js, Python, Go, or Bash alongside a visual no-code builder. Its MCP server exposes 10,000+ pre-built tools to AI agents for direct API access through LangChain, CrewAI, and other frameworks. Pipedream is SOC 2 Type II and HIPAA compliant with credit-based pricing starting at a free tier of 100 credits per month.

Low-code visual programming for event-driven apps

Node-RED is a flow-based, low-code development tool originally created by IBM in 2013 for wiring together hardware devices, APIs, and online services. Now an OpenJS Foundation project with nearly 23,000 GitHub stars, it provides a browser-based visual editor where flows are built by dragging and connecting nodes, then deployed to the Node.js runtime in a single click. Over 5,000 community-contributed nodes cover protocols like MQTT, Modbus, and OPC-UA alongside cloud APIs and databases.

Turn scripts into workflows, UIs, and APIs at scale

Windmill is an open-source workflow engine and developer platform built in Rust that turns scripts in Python, TypeScript, Go, Bash, SQL, and other languages into auto-generated UIs, API endpoints, and scheduled jobs. It positions itself as a faster alternative to Airflow, Retool, and Temporal combined, with benchmarks showing 13x throughput versus Airflow. Windmill is self-hostable via Docker or Kubernetes with a three-file setup, and Y Combinator-backed. Clients include Pave and Investing.com.

Declarative orchestration for data, AI, and infra

Kestra is an open-source orchestration platform that uses declarative YAML to define event-driven and scheduled workflows for data pipelines, infrastructure automation, and AI workloads. With over 1,200 plugins, it connects to databases, cloud services, APIs, and SaaS tools without custom glue code. Kestra reached version 1.0 LTS with agentic AI capabilities, SDKs for Python, TypeScript, Java, and Go, and SOC 2 compliance. Clients include Leroy Merlin, Huawei, Tencent, and Decathlon.

Durable execution for fault-tolerant workflows

Temporal is an open-source durable execution platform that ensures application code runs to completion regardless of failures or outages. It captures workflow state at every step, enabling seamless recovery without custom retry logic. With SDKs for Go, Java, Python, TypeScript, and .NET, Temporal powers mission-critical orchestration at Netflix, Nvidia, and other enterprises. Valued at $5B, it replaces fragile cron jobs, state machines, and saga patterns with resilient workflow-as-code.

Visual automation platform for complex workflows

Visual workflow automation platform formerly known as Integromat, connecting 2,400+ apps through an intuitive drag-and-drop canvas builder for complex multi-step workflows. Features routers for conditional branching, iterators for array processing, and HTTP modules for custom API calls. More cost-effective than Zapier with a free tier offering 1,000 operations per month. Preferred by power users needing granular data transformation and workflow logic.

No-code automation platform connecting 7,000+ apps

The most popular no-code automation platform connecting 7,000+ apps to automate workflows without writing code. Features multi-step Zaps with conditional logic, AI Copilot for natural language workflow creation, Tables for structured data, and MCP integration for AI orchestration. Task-based pricing with free tier at 100 tasks/month. Used by millions of businesses from solo entrepreneurs to Fortune 500 enterprises for eliminating repetitive tasks across their entire software stack.

AI-driven development workflow template

A template system that bootstraps AI-driven development workflows for your projects. Provides structured workflows, templates, and configurations for integrating AI agents into your development process. Reduces setup time by giving teams a proven starting point for organizing AI-assisted coding, task management, and quality assurance in new and existing repositories.

Workflow orchestration engine

Netflix-originated workflow orchestration platform with JSON and code-based workflow definitions, human-in-the-loop support, and AI agent orchestration capabilities. With 18k+ GitHub stars, Conductor handles complex distributed workflows at massive scale, offering built-in retry logic, event-driven triggers, and visual workflow monitoring for microservice coordination.

Workflow automation with AI nodes

Open-source agents framework by OpenAI for building production-ready AI agent applications. Provides primitives for agent creation, tool use, handoffs between agents, and guardrails. Designed to be lightweight and opinionated, offering a clear path from prototype to production with built-in tracing and debugging for complex multi-step agent workflows.