Articles
72 posts tagged "ai"
The Hardest Thing in AI Right Now Isn't AI
AI feedback loops can't improve without rubrics and quality criteria extracted from human expertise. The real bottleneck isn't technical.
Why I Build Before I Write Requirements (And Why AI Makes That Smart)
After 20 drafts of our core product over more than a year, I've learned the most valuable requirements come from building — not planning. Here's what negative specification taught me about product development with AI.
Prompt Engineering Isn't Dead. Your Requirements Just Got Promoted.
Everyone's declaring prompt engineering dead. They're wrong. The part that died was managing the LLM. The part that matters, articulating your unique requirements, just got promoted.
AI Doesn't Replace Expertise. It Makes Expertise Portable.
I built a video post-production pipeline using Claude Code skills. Eight markdown files that automate silence removal, dynamic zoom, color correction, audio mastering, and captions.
How Should Your Strategy Change When Coding Costs Shrink to Nothing?
When coding costs shrink to nothing, the smart strategy isn't perfecting one version. It's generating many and synthesizing the best.
How to Adopt AI Coding Without Creating Technical Debt
Five steps to AI code quality that compounds over time — from repeatable process and reviewable decisions to encoded engineering judgment.
Adaptive.ai Does What OpenClaw Promises — Without the Setup Headaches
I needed GSC and GA4 data inside an AI tool. Adaptive.ai's agent figured out the authentication, the integration, and the workarounds. No API keys. No configuration. Here's why that matters more than most people think.
Most AI Agent Systems Are Built Backwards
Most developers treat the LLM as the agent. That's the mistake. The Jido Framework flips the model: the agent is the actor, the LLM is a tool it picks up when it needs to reason. Here's why that changes everything.
You Don't Need a Platform to Sell Your Expertise. You Need a Skill Graph.
There's a new product category emerging called skill graphs. Not SaaS, not courses, not templates. Portable markdown files that teach an LLM how to think about a domain. The buyer owns them. And the real value is in the connections.
When Everyone Can Build, Building Stops Mattering
AI made building easy. But when everyone can build, the filter moves downstream. Trust, retention, and behavioral signals become the new gatekeepers.
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