{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:34:57.960Z","software":{"slug":"windmill-labs/windmill","name":"windmill","source":"https://github.com/windmill-labs/windmill","tagline":"Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.","summary":"Provisional external discovery candidate. Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.","topics":["low-code","open-source","platform","postgresql","python","self-hostable","typescript"]},"decision":{"fitScore":63,"verdict":"NICHE","analysisState":"ANALYZED","whatItDoes":"Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.","whyFound":"CLOUDM0N matched this repository through its capability signals: low-code, open-source, platform, postgresql, python.","bestFor":"Provisional external discovery candidate. Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":10,"commitSha":"870f67121d0d935cb5d23a1289a7bc888bd46ada","scannedAt":"2026-09-01T10:31:15.936Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"870f67121d0d935cb5d23a1289a7bc888bd46ada","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["low-code","open-source","platform","postgresql","python","self-hostable","typescript"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"bytechefhq/bytechef","name":"bytechef","fitScore":54,"verdict":"NICHE","security":{"status":"REVIEW","score":70},"focus":"Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform."},{"slug":"repowise-dev/repowise","name":"repowise","fitScore":63,"verdict":"NICHE","security":{"status":"REVIEW","score":55},"focus":"Repowise is your AI team's new best friend when it comes to understanding codebases at scale. It tackles the messy reality of large codebases by automatically generating documentation, surfacing git analytics, spotting dead code, and extracting architectural decisions — all through the Model Context Protocol (MCP). Whether you're onboarding new devs, debugging legacy code, or feeding context to your favorite AI coding assistant, Repowise turns chaotic repositories into structured, queryable intelligence. With 1.3k stars and growing fast, this tool is quickly becoming essential for teams that want to ship smarter, not harder."},{"slug":"langchain-ai/langchain","name":"langchain","fitScore":63,"verdict":"NICHE","security":{"status":"REVIEW","score":70},"focus":"The agent engineering platform."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}