pavan_matcha

Three numbers from the research that made me record this:

57% / 11.8% : the best coding agent produces functionally correct code 57% of the time… and secure code 11.8% of the time

91% : share of deployed vibe-coded apps containing at least one vulnerability

+441% : the rise in code-review time while generation got faster

Instead of coding first and writing docs later, in spec-driven development, you start with a spec. This is a contract for how your code should behave and becomes the source of truth your tools and AI agents use to generate, test, and validate code. The result is less guesswork, fewer surprises, and higher-quality code.

That's the magic of PLG. It's about building products that people love to use, not just buy. It's about empowering users to discover value on their own, not force-feeding it to them

I'm excited to share some of our favorite templates to empower your product management journey.

Welcome to a journey through the annals of financial wisdom and investment philosophy as articulated by Warren Buffett, the legendary investor, and his conglomerate, Berkshire Hathaway. Over the years, the annual Letters to Stockholders have become more than just financial reports—they are profound insights into the mind of one of the greatest investors of our time.

A Journey Through Amazon's Shareholder Letters: Unveiling the Company's Evolution