A new tool, dubbed Malus.sh, uses AI to "liberate" any piece of software from existing copyright licenses, "clean room" clones that work.
$300B fled software stocks—but data gravity protects Microsoft and Oracle as they become rising AI factory leaders.
A new tool, dubbed Malus.sh, uses AI to "liberate" any piece of software from existing copyright licenses, "clean room" clones that work.
the Human Connection Moat For thirty years, the “build versus buy” debate was the persistent game of tetherball in the CTO’s office. It was a rational, if often heated, accounting exerc…
this essay explores how we truly learn, by doing, and why that insight matters for the future of AI and knowledge work. As the shift from search engines to answer engines accelerates, a new paradigm emerges: cowork engines powered by “skills.” These structured, procedural workflows transform AI from passive responder to active collaborator. Using real-world examples like evolving developer tools, the piece argues that skills enable process stability, context efficiency, and organizational memory, turning AI systems into reliable operators rather than inconsistent assistants. In an era of SaaS disruption and agentic AI, the competitive edge lies not in models alone, but in codified expertise. Skills are the missing layer that bridge reasoning and execution, making AI systems scalable, disciplined, and truly useful.