CEO Tony Schneider categorizes decisions by reversibility. Protocol-level changes are treated as long-term, irreversible commitments, while app-level features are seen as reversible experiments that can be launched and changed quickly. This dual-speed approach balances stability with agility.

Intentionally create open-ended, flexible products. Observe how power users "abuse" them for unintended purposes. This "latent demand" reveals valuable, pre-validated opportunities for new features or products, as seen with Facebook's Marketplace and Dating features.

Rather than guessing what customers want, Pistakio launched its date bark after noticing many social media posts where users combined their spread with dates. This community-driven R&D ensures new products launch with pre-existing demand.

Bluesky is using AI not for content generation, but to democratize development. Its tool, Addy, allows any user to create custom feeds or moderation filters by describing what they want in plain English. This empowers community-led experiences without requiring any coding knowledge.

Zapier evolved from a simple trigger-action tool by observing how advanced users "hacked" it for unintended purposes. When users treated Google Sheets like databases, Zapier built Tables and Interfaces, proving that emergent behavior is the clearest signal for your product roadmap.

Identify how users are already "hacking" your product for unintended purposes (e.g., using Facebook Groups for commerce), then build dedicated features to serve that existing intent. You can't make people do new things, but you can help them do what they already want to do more easily.

Your most advanced users are prototyping your future product. An effective product strategy is to observe the cutting-edge workflows they build using your API or MCP. Then, create polished, seamless, 'best in the world' versions of the most valuable use cases, as Granolah did with its pre-meeting briefs.

The next major evolution for the public-by-default AT Protocol is adding support for private data, enabling private groups. CEO Tony Schneider sees this as the number one request from developers and the key to unlocking "10 or a 100 X the number of use cases," moving beyond the public square model.

Uber observed users unofficially using its Courier service for personal shopping. Instead of stopping it, they recognized this "hack" as a clear market signal and built a dedicated "Shop for Me" feature, turning user ingenuity into a new product.