When to Use MCPs vs Skills for Agents
A practical comparison of Skills and MCPs for modern agent workflows, with implications for OpenClaw-style systems and CrowdListen product design.
A practical comparison of Skills and MCPs for modern agent workflows, with implications for OpenClaw-style systems and CrowdListen product design.
A reasoned view of the agent economy: what is changing, where agent-mediated software is headed, and what product teams should build for next.
The complete toolkit for building a billion-dollar company with a team of one. How AI agents handle research, coding, operations, and marketing while you focus on vision.
Fine-grained social listening for understanding crowd conversations: a framework for turning fragmented, high-volume social discussion into weighted signal and agent-ready product action.
Notes from working with vibe-coded builders: shipping is fast, distribution is hard, and founder-led workflows are becoming the operating layer between product capability, PRD clarity, and adoption.
Google's Learn About reframes both search and chat as an explore-first learning loop, lowering the cost of asking good questions while managing cognitive load with structured, clickable cards.
Transform large-scale social conversations into actionable insights. Understand crowd sentiment, track emerging opinions, and identify key narratives.
Discovery is moving from static data retrieval toward systems that understand why a user is searching, not just what they type. The next generation of search experiences must merge precise recall with adaptive reasoning.
Exploring how generative AI transforms static knowledge into dynamic, adaptive learning experiences. From fixed formats to fluid, contextual understanding that reshapes education and content consumption.
CrowdListen converts raw user conversation into structured product insight and agent-ready PM specs, preserving intent from feedback signal to executable task.