AI 9 min read
Before You Build an AI Harness, Become the Harness
Before building software around an LLM, manually provide the tools and context it would have. The interventions reveal whether the workflow deserves a harness.
#llm
13 posts
AI 12 min read
Carbon Chooses, Silicon Scales
AI may surpass humans at many kinds of thinking without replacing humanity. The real question is whether that intelligence stays accessible to everyone.
AI 16 min read
AI-Native Software Engineering Isn’t About AI
AI-native engineering isn't about how much AI you use. It's a development model where AI is a primary participant in building software, not an assistant.
AI 16 min read
The Model Is Not the Development Environment
I spent 12 million input tokens on a small monorepo change. The problem was not the model. It was the development environment around it.
AI 11 min read
AI Speeds Up Coding, Not Engineering
An opinionated workflow for building good-enough software with AI coding agents without surrendering architecture, judgment, or security.
AI 18 min read
I Tried Too Many Coding Agents. Here Is What I Would Actually Pay For
A subjective comparison of Claude Code, Codex, Cursor, OpenCode, and the models inside them, based on ordinary application work rather than benchmarks.
AI 12 min read
Your AI Agent Should Be a Folder
After testing agent frameworks, I found the best personal AI agent isn't a platform — it's a well-organized folder of Markdown, scripts, logs and state.
AI 6 min read
I Automated an Entire Course Production Pipeline. Then I Decided Not to Use It.
I built an AI pipeline turning storyboards into assets, narration, slides and captions. It almost worked, and showed why courses are authored, not manufactured.
AI 6 min read
AI Doesn't Need to Become a Better Doctor. It Needs to Become a Better Historian.
AI spends 30 minutes building a medical history; a doctor gets 10. The gap isn't intelligence, it's information. Build AI historians, not AI doctors.
AI 6 min read
Learning in an AI-Driven World is a Paradox
AI changed the feedback loop between learning and building. I ship faster than ever, yet some days I know less than ever. What that paradox means for you.
AI 8 min read
I Tried Building My AI Agent With Existing Agent Frameworks. Then I Chose the Boring Deterministic Way.
After evaluating multiple AI agent frameworks, I found that deterministic automation with an LLM inside beats magic autonomy for real operational work.
AI 7 min read
Not Everyone Needs Frontier LLMs for Coding
Frontier models are brilliant, but most everyday coding runs fine on smaller ones if your workflow is clear. Choose tools for your use case, not the hype.
AI 9 min read
Why Use LangGraph for Your First Agentic AI Project
LangGraph forces you to learn state, tools, routing and human approval — the agentic AI fundamentals that survive framework churn.
