SAM is Live: Autonomous TDD Agents for Your Projects I'm excited to share something I've been building: SAM (Smart Agent Manager) - an autonomous TDD agent system that runs on Claude Code and Cursor. --- WHAT IS SAM? SAM is a team of specialized AI agents that transform your PRD into working, tested code. The key difference? Tests come first. Always. Here's the agent lineup: • Atlas - System Architect (validates your PRD) • Titan - Test Architect (writes failing tests - the RED phase) • Dyna - Developer (writes code to pass tests - the GREEN phase) • Argus - Code Reviewer (improves code quality - the REFACTOR phase) • Sage - Technical Writer (generates documentation) • Iris - UX Designer (validates user experience) SAM orchestrates them all, handing off work between agents as your feature moves through the pipeline. --- WHY TDD-FIRST MATTERS Most AI coding tools write code first, then maybe add tests later. We've all seen the result: code that works until it doesn't, bugs that slip through, refactoring that breaks things. SAM flips this. Titan writes the failing tests based on your acceptance criteria. Only then does Dyna write the minimal code to make them pass. Argus reviews and improves. The result? Code that's tested from the start. --- GETTING STARTED Installation takes one command: npx sam-agents You'll get an interactive prompt to choose your platform: 1) Claude Code - Uses /sam: slash commands 2) Cursor - Uses @agent mentions 3) Both - Install for all platforms No API keys needed. No additional costs. SAM runs on your existing Claude or Cursor subscription. --- WHAT'S IN v0.1.2 • Simpler install - Just "npx sam-agents" (we dropped the @ scope) • Interactive setup - Choose your IDE when you run it • Multi-platform - Same agents work in Claude Code and Cursor • Full TDD pipeline - RED-GREEN-REFACTOR orchestration --- TRY IT OUT 1. Navigate to any project folder 2. Run: npx sam-agents 3. Pick your platform 4. Start with /sam:core:workflows:autonomous-tdd (Claude) or @sam-tdd (Cursor)

You might have heard of vibe coding and practiced it too. However, most vibe coded applications run into numerous bugs while trying to implement changes or scaling up. That's where spec coding helps. Spec coding completely changes how you use AI to create code and build applications so that you don't run into bugs and can actually create applications which are scalable. Join this webinar tomorrow to learn more about spec coding and how your development journey will be revolutionized by spec coding: https://www.eventbrite.com/e/exploring-agentic-spec-coding-with-samnavanai-tickets-1980993677416

Hey all! We are organizing a webinar on 20 Jan (tomorrow) at 12:30 pm IST / 3:00 pm SGT / 7:00 am GMT to talk about spec coding and tools which you can use for spec coding. You may or may not have heard/used spec coding for your development workflow yet. This webinar would give you a comprehensive understanding to help you get started with Agentic spec coding. You can register to attend the webinar here: https://www.eventbrite.com/e/from-mvp-to-product-scale-your-product-with-autonomous-ai-dev-teams-tickets-1979867751742

We are changing the scope of this community to Spec Coding and not just n8n Automation. If you have any feedback or opinion please let us know.

Generate project proposals in minutes in n8n. https://www.skool.com/ai-automation-club-navan-ai-5762/classroom/f900fb41