Ideas, engineering and applied AI.
Business Automation · 11/5/2025 · 1 min read
Automating Business Operations with AIWhere automation plus models helps operations—and where deterministic automation is enough.
SaaS Development · 11/4/2025 · 1 min read
From Business Problem to SaaS ProductTurning a validated workflow into a multi-tenant product without premature scale theater.
AI Engineering · 11/2/2025 · 1 min read
How to Integrate AI into Existing SoftwareIncremental adoption patterns for mature codebases without rewriting the monolith.
AI Agents & MCP · 10/31/2025 · 1 min read
Building AI Agents Connected to Business SystemsHow to wire agents to CRMs, databases and APIs without turning production into an open playground.
Software Architecture · 10/21/2025 · 1 min read
RAG Architecture for Real-World Business ApplicationsRetrieval design, chunking and evaluation for production knowledge systems—not demo chatbots.
AI Agents & MCP · 10/17/2025 · 1 min read
Building MCP Servers with Node.js and TypeScriptPatterns for exposing business tools to AI clients through the Model Context Protocol.
AI Engineering · 10/11/2025 · 1 min read
How AI-First Development Changes Software EngineeringPractical shifts in architecture, delivery and team workflows when AI is part of the product from day one.