Integration

Curl Won. And That’s the Worst News for Your API.

📅 August 4, 2026 📂 Tech Industry

Curl persists because it’s the lowest common denominator of machine-to-machine communication — it doesn’t solve integration cleanly, it standardizes the mess. Every new specification fragments further, so curl remains the glue holding incompatible systems together. This isn’t pragmatism; it’s a surrender that reveals the stagnation of API design. The real question: are you choosing compatibility because you must, or because you’re too tired to build something better?

API API Design Curl Integration Software Engineering Technical Debt

I Spent a Week Building an AI Knowledge Base for a Real Business. Here’s What Went Wrong.

📅 August 1, 2026 📂 AI & Machine Learning

A knowledge base AI takes 10 minutes to build—but making it actually useful for a business takes a week of non-technical work. Data cleaning, requirement scoping, user testing, and feedback classification are the real barriers. The most valuable work in an AI project has nothing to do with AI.

Agentic AI AI Adoption AI Agents AI Deployment AI Failures AI Implementation AI in Business AI Lessons AI Myths AI Reality Check AI Skepticism AI Strategy AI Transformation AI Value AI Workflow Business AI Context Data Governance Data Quality Demo vs Reality Enterprise Enterprise AI FDE First Principles Frontline Implementation Integration Knowledge Base Knowledge Management Lessons Learned Metrics Minimum Viable Non-Technical Operational Real-World AI Requirements Rollout Success Testing User feedback Validation