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AI-first product engineering
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AI-first product engineering

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salacoste/README.md

AI agents, wired into real systems. I build the harness in between: MCP servers, agent workflows and typed SDKs. Claude Code, Cursor, Codex, Antigravity connect through MCP, workflows, SDKs to n8n, Ozon Seller API, Wildberries API, OpenAPI services, CRMs and databases; a service droid plugs loose cables back in.

I build AI-first products: systems where agents, workflows and APIs are part of the architecture from the first commit, not a chatbot added later. Most of my open-source work is the harness that lets agents operate real systems safely. Operating principles: APIs instead of screenshots; Workflows instead of one-off prompts; Typed SDKs instead of fragile scripts; Repeatable processes, not chaotic sessions.

Selected work

mcp-n8n-workflow-builder: Build, run and monitor n8n workflows from Claude or Cursor through MCP. 235 stars. antigravity-bmad-config: BMad Method agents as slash commands, from PRD and architecture to QA gate. 66 stars. ozon-daytona-seller-api: Typed TypeScript SDK for the Ozon Seller API: 278 methods in 33 groups. 15 stars. daytona-wildberries-typescript-sdk: Type-safe TypeScript client for the Wildberries marketplace API. 7 stars. openapi-mcp-swagger: Turns any Swagger or OpenAPI spec into a searchable MCP server. 18 stars. oh-my-bmad: Self-hosted platform that drives Claude Code from Telegram and the console. 2 stars.

349 stars and 85 forks across 29 original repositories, 45 followers. Refreshed daily.

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  1. mcp-n8n-workflow-builder mcp-n8n-workflow-builder Public

    AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, …

    JavaScript 236 56

  2. antigravity-bmad-config antigravity-bmad-config Public template

    Antigravity config template: BMad Method (BMAD-METHOD) AI agents via slash commands for PRD→Architecture→Stories→Dev→QA gate.

    Python 66 19

  3. openapi-mcp-swagger openapi-mcp-swagger Public

    Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to searchable MCP server | AI-powered endpoint discovery & code generation | Works with Cursor, Claude, VS Code

    Python 18 2

  4. oh-my-bmad oh-my-bmad Public

    Self-hosted autonomous-development BMAD framework platform — Telegram + console drive Claude Code through a typed, event-sourced spine. Python 3.12 · FastAPI · aiogram v3 · MCP stdio.

    Python 2

  5. ozon-daytona-seller-api ozon-daytona-seller-api Public

    Complete TypeScript SDK for OZON Seller API with 278 methods across 33 categories. Production-ready with comprehensive documentation, framework integrations, and enterprise-grade architecture.

    HTML 15 5