Singularity: Self‑Testing, Constraint‑Verified, Framework‑Aware design pattern (opens in new tab)

The One-Word Architecture That Unlocks True Scalability I had been away from PHP for several years, fully immersed in building AI agents in Python and designing high-scale data pipelines for business analytics\. That world sharpened my obsession with flow, precision, and systems that feel effortless\. Then a relation of mine asked for a straightforward product management system as a POC\. As I began building the API, I ran into the same old limitations I had grown tired of with traditional CR...