Topic

AI Coding

Practical AI-assisted software development: tools, workflows, and lessons from building real systems with LLMs.

Precision drafting compass on cream index cards with dependency arrows, slate-blue surface, small orange accent on the hinge, soft studio lighting, sharp macro focus on the compass tip.

FORGE: What Happens When You Spec Before You Build

PAIRED solved multi-agent execution. The bottleneck moved to the spec. FORGE automates decomposition: natural language in, explicit task graph out.

Jul 21, 2026·1 min read
Why I Stopped Using One AI Agent for Everything

Why I Stopped Using One AI Agent for Everything

I fell in love with Windsurf for about three months. The agentic coding experience was different. More fluid than Cursor. It felt

Jul 15, 2026·1 min read
Three Years at AI Tinkerers. Three Presentations. One Pattern.

Three Years at AI Tinkerers. Three Presentations. One Pattern.

I've been showing up to AI Tinkerers for three years. I started going before I had anything worth demoing. I

Jul 13, 2026·1 min read
Blacksmith anvil in side profile with forge fire glowing in the background

How a ChatGPT Prompt Log Became a 43-Module AI Reasoning Framework

In 2023, I had a ChatGPT Project with a growing stack of files in the knowledgebase. Not a framework. Just files. Instructions

Jul 8, 2026·2 min read
Open pocket watch revealing intricate mechanical movement — representing the engine built over six years of AI development

Solo AI Builder: 6 Years, 4 Frameworks, No Partners

From Google Ads scripts to 450 commits a month — and what ten years of going solo actually taught me about building alone in the AI era.

Jul 6, 2026·2 min read

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