Kadhir Mani argues that AI-native data integration can eliminate the need for traditional ontologies, which have historically required slow, rigid ETL jobs that lock clients out of self-service expans…
AI is making code production cheap, shifting engineering value from implementation to product sense, creativity, and decision-making. Engineers must now focus on what to build and why, as startups hir…
Kadhir Mani argues that AI-assisted development has shifted the engineering bottleneck from writing code to deciding what to write and catching subtle errors, making refactoring and dependency changes…
AI is poised to solve software creation, making it a ubiquitous utility and shifting innovation's frontier from digital to physical, according to Kadhir Mani. The author argues that as software become…
Kadhir Mani tested 13 AI prototyping tools to extract standalone HTML files, finding that only 7 tools (ChatGPT, Claude, Gemini Canvas, Bolt, Lovable, Replit, Figma Make) could produce self-contained …
Kadhir Mani argues that Conflict-free Replicated Data Types (CRDTs) are insufficient for collaborative editing when AI agents are involved, because CRDTs guarantee convergence but not coordination. Th…
ProductNow launched a rich, HTML-native document canvas designed for simultaneous human and AI collaboration. The tool supports Mermaid diagrams and flow charts out of the box, and is now generally av…
Kadhir Mani argues that incomplete requirements and missing context cause feature implementations to fail, a problem exacerbated by AI coding agents that confidently hallucinate missing details. Engin…