[SYS.BLOG]
Blog.
Thoughts on AI agents, software architecture, and building products.
July 7, 2025
Architecture in the Age of AI Agents
How to structure your codebase so AI coding agents don't create tech debt disasters. Includes a complete architecture template for agent-driven development.
June 6, 2025
How I Structure Projects and Repos for AI Agent Collaboration
Best practices for setting up projects so autonomous AI agents can work on them effectively and safely. Covers PRDs, repo guidelines, testing, and CI/CD.
May 6, 2025
Why I Built NeuroNav: Rethinking Productivity for ADHD
The story behind NeuroNav, an ADHD-friendly digital assistant with AI-guided focus mode, voice capture, task chunking, and an emotionally aware AI companion named Sam.
April 8, 2025
I Built Testimonial Genius in 3 Days: Here's the Thought Process
How I built and launched an AI-powered testimonial analysis tool in 3 days using Next.js, FastAPI, and Gemini. A micro-SaaS experiment in rapid AI-native development.
March 24, 2025
Building Vibe Coder: A Journey into Private, Agentic AI Coding
The story behind Vibe Coder, a privacy-first CLI coding assistant powered by local LLMs via Ollama. Why local matters, how agentic AI changes coding, and the technical details.
March 21, 2025
Thoughts on Vibe Coding and Cursor
Best practices for vibe coding with Cursor, including the dual-model workflow, advanced prompting techniques, context management, and common pitfalls to avoid.
March 21, 2025
From Vision to Reality: Building AIdeaHub.ai
The story behind AIdeaHub, a platform that helps solo entrepreneurs turn AI-driven ideas into launch-ready businesses with brainstorming, market research, and Business Model Canvas generation.
March 7, 2025
DreamPixel Forge: Local AI Image Generator
Announcing DreamPixelForge, a cross-platform GUI for running Stable Diffusion models locally. Multi-model support, LLM prompt enhancement via Ollama, GPU acceleration, and app icon generation.