A developer introduced Kaktoos, an open-source tool addressing a gap in AI coding agents: when an agent both writes an API integration and its tests, passing tests may not confirm the integration matches the real API. The tool targets verification of AI-written integrations against actual API behavior. The post asks the community for technical feedback.
A playground that forces AI agents (like Cursor, Claude Code) to prove an API integration works by running the full workflow in a sandbox and getting a receipt, rather than relying on tests. It includes two tasks on a Descope integration—one normal, one with a planted bug—to test if the agent finds it. Aimed at developers who want to avoid broken production integrations.
A playground that forces AI agents (like Cursor, Claude Code) to prove an API integration works by running the full workflow in a sandbox and getting a receipt, rather than relying on tests. It includes two tasks on a Descope integration—one normal, one with a planted bug—to test if the agent finds it. Aimed at developers who want to avoid broken production integrations.
This is an AI coding agent that converts natural language requirements into full-stack applications, generating frontend, backend, database structures, and APIs. It iterates through conversations to test and deploy working applications, targeting SaaS products and internal business tools. The project is currently in development and seeking feedback from experienced builders.
This is an AI coding agent that converts natural language requirements into full-stack applications, generating frontend, backend, database structures, and APIs. It iterates through conversations to test and deploy working applications, targeting SaaS products and internal business tools. The project is currently in development and seeking feedback from experienced builders.
Orinyx is an open-source MCP server that checks AI agent outputs against defined requirements and supporting evidence instead of trusting the agent's own response. It targets developers of agent workflows, starting with healthcare-related evaluations. First release, Orinyx MCP R1, is scheduled for November 1.
Orinyx is an open-source MCP server that checks AI agent outputs against defined requirements and supporting evidence instead of trusting the agent's own response. It targets developers of agent workflows, starting with healthcare-related evaluations. First release, Orinyx MCP R1, is scheduled for November 1.
OpenPitStop is an open-source tool that acts as an external referee for AI coding agents, independently checking their work to verify fixes actually hold. It addresses the problem of trusting AI agents by providing a verification layer outside the agent. Built for developers using AI coding agents, it was tested on a broken MiniShop application.
OpenPitStop is an open-source tool that acts as an external referee for AI coding agents, independently checking their work to verify fixes actually hold. It addresses the problem of trusting AI agents by providing a verification layer outside the agent. Built for developers using AI coding agents, it was tested on a broken MiniShop application.
A tool that lets developers capture API traffic by browsing in their browser (or having an AI agent do it), then automatically generates a working API client. An AI agent tests the generated code against the real API. It solves the problem of discovering and reverse-engineering undocumented APIs for developers.
A tool that lets developers capture API traffic by browsing in their browser (or having an AI agent do it), then automatically generates a working API client. An AI agent tests the generated code against the real API. It solves the problem of discovering and reverse-engineering undocumented APIs for developers.