Category: Engineering Notes
-
What Is n8n? A Practical Guide to Workflow Automation
n8n is a workflow automation platform for connecting apps, APIs, databases, and AI tools. Here is how it works, where it fits, and what teams should consider before using it in production.
-
Vibe Code Rescue: How to Turn an AI-Built Prototype into Production-Ready Software
AI coding tools can turn an idea into a working demo quickly. Here is a practical code audit and refactoring path for making that vibe-coded application secure, testable, maintainable, and ready for real users.
-
Demo – Secure MCP Boundaries in Production Systems
A local demo note on identity, authorization, tenant boundaries, and auditability for tool infrastructure.
-
Demo – A Practical Evaluation Loop for Agent Workflows
A local demo note on datasets, traces, failure labels, and release gates for agent workflows.
-
Demo – Designing Approval Boundaries for Tool-Using Agents
A local demo note on making high-impact tool calls explicit, reviewable, and testable.