poneva blog
Field notes
Product updates, engineering notes, and ideas from the team building poneva.
AI's next leap isn't a bigger brain
Each new model used to feel like a jump. Lately they feel like polish. Progress didn't end, though. The bottleneck moved. The models are already smart enough; what they're missing is the room around them: working tools, current information, and a way to check an answer before giving it. Here's why the next leap comes from that layer rather than a larger model.
Your site needs an agent surface
For twenty years the only way into your site was HTML built for human eyes. That's ending. Your next big source of traffic is AI agents acting for people, and they need a surface of their own to work with. Here's why an MCP is becoming table stakes, and how you get one without an integration project.
poneva is founded
We started poneva to be the best helper for e-commerce teams bringing LLMs to their stores, and to push the whole web a little further toward being agentic.