From the midas team
Practical articles on AI coding methodology, production readiness, and MCP server workflows.
Latest Articles
AI writes most of your code now. That changes everything about review — except the one thing that matters most. The 5 things AI consistently misses, a practical checklist for AI-generated PRs, and how to use adversarial prompting to review AI with AI.
Read →Why AI output varies wildly between prompts — and the 5 prompt patterns that actually ship code. Role+task, constraints-first, test-first, error context, and iterative refinement: a practical playbook for Claude, Copilot, Cursor, and Codex.
Read →The fastest way to ship AI code isn't to skip steps — it's to do the right steps in the right order. Here's the methodology that cuts rework by 80%, with a real sprint walkthrough and benchmarks.
Read →Most developers use AI wrong in a production crisis. Here's the systematic 5-step protocol for AI-assisted debugging — with an exact context dump template and the MCP integration that makes it unfairly fast.
Read →How developers use MCP servers inside Cursor to connect AI to live databases, APIs, and tools — eliminating the copy-paste context relay and shipping dramatically faster without losing control.
Read →Vibe-coding gets you to 80% fast, then everything breaks. Here's why — and the structural fix that gets you to production without the late-night debugging sessions.
Read →MCP turns your AI IDE from a smart autocomplete engine into a tool-calling agent. Here's exactly how to scaffold a server, wire it into Cursor's settings, and start calling custom tools from Claude — with real, runnable code.
Read →Most vibe-coded apps fail in production for the same reasons. Not because the AI wrote bad code — because it optimized for the demo, not the deployment. Here's the complete checklist.
Read →Vibe-coding gets you to 80% fast. That first 80% feels great — features appear, the UI comes together, the core logic works. Then you hit the last 20%. And that's where most projects quietly die.
Read →More articles coming soon