Ship a clean API first, add a CLI if your users live in the terminal, and add MCP when non-developers need agents to use your product. Here’s the scoring matrix and decision flow behind that call.
API vs MCP vs CLI: Why Your Agent Costs Are Quietly Exploding Read More
AI is great at sorting what real users said and poor at being a real user. Here’s where I’d use it in research, where I wouldn’t, and the workflow I’d follow.
Why Synthetic Users Fall Short of AI in UX Research Hype Read More
Most AI features fail for boring reasons: wrong problem, messy data, no business case, no way to measure quality. Here are the mistakes I keep seeing in Indian teams, with before and after fixes.
AI Product Management Mistakes That Kill Features Before Launch Read More
For the past three years, the artificial intelligence industry has been engaged in what may be
The AI Race Isn’t About Models. It’s About Owning the Last Mile. Read More
I’d frame the answer simply: what comes after Agentic AI is not a single breakthrough, but
The Next Big Shift After Agentic AI Is Already Here Read More
I Saw a Developer Get Replaced by AI — Here’s What It Really Means for Product
Developers Are Getting Replaced by AI: But That’s Not the Real Problem Read More
Why Claude Code Is Better Than OpenClaw for Enterprise‑Grade Software Engineering As a product manager with
OpenClaw vs Claude Code: What CTOs Know That Developers Don’t Read More
Ask any Product Manager what keeps them up at night, and you might expect answers like
Why Building the “What” Is Easy, But Selling the “Why” Is Harder Read More
Starting your career as a Product Manager can feel like being thrown into the deep end
10 Mistakes Rookie Product Managers Make That Kill Their Growth (And How to Avoid Them) Read More
The demand for more personalised customer experiences has never been higher. Consumers today expect brands to
How AI-Driven Insights Are Revolutionizing Hyper-Personalization Read More
