Pinned post
We just published @SaharaAI's 2026 vision — and I want to share some of my own thinking behind it.
When we started Sahara, the bet was that AI agents would eventually need more than just great models. They'd need trust. They'd need a way to prove what they did, compensate the people whose data and work made them possible, and give users real ownership — not just access.
That bet came from a simple belief: very soon, building an AI agent or app will be as easy as describing what you want. AI coding is already making this a reality. The barrier to creating agents is dropping to near zero — and that means everyone, not just developers, will be building agents for themselves, their businesses, their communities.
When that happens, something powerful emerges. Your agent doesn't just work alone — it calls other people's tools, pulls from shared datasets, uses models that others trained, and connects to services built by other creators. Agents start building on top of each other. That's not a product — that's an economy.
But an economy only thrives if there's trust and fair value exchange. If your agent uses my data to make a decision, that should be tracked. If my model powers your agent's output, I should get compensated. Right now, none of that infrastructure exists. Value gets created, but it doesn't flow back to the people who made it possible.
That's what Sahara is building. Not just the agents — but the rails underneath them. Verifiable execution so you can prove what happened. Attribution so every contribution is tracked. Automatic value distribution so creators actually benefit. And accessible tools like Sorin and ClawApp so anyone can participate.
Our 2026 roadmap — from Sahara Open Protocols to Agentic AppChain upgrades to marketplace expansion — is all in service of this vision: a thriving agentic economy where building, sharing, and getting rewarded are all part of the same loop.
The infrastructure decisions we make today will define who benefits from AI tomorrow. That's what drives everything we're building at @SaharaAI.
When we started Sahara, the bet was that AI agents would eventually need more than just great models. They'd need trust. They'd need a way to prove what they did, compensate the people whose data and work made them possible, and give users real ownership — not just access.
That bet came from a simple belief: very soon, building an AI agent or app will be as easy as describing what you want. AI coding is already making this a reality. The barrier to creating agents is dropping to near zero — and that means everyone, not just developers, will be building agents for themselves, their businesses, their communities.
When that happens, something powerful emerges. Your agent doesn't just work alone — it calls other people's tools, pulls from shared datasets, uses models that others trained, and connects to services built by other creators. Agents start building on top of each other. That's not a product — that's an economy.
But an economy only thrives if there's trust and fair value exchange. If your agent uses my data to make a decision, that should be tracked. If my model powers your agent's output, I should get compensated. Right now, none of that infrastructure exists. Value gets created, but it doesn't flow back to the people who made it possible.
That's what Sahara is building. Not just the agents — but the rails underneath them. Verifiable execution so you can prove what happened. Attribution so every contribution is tracked. Automatic value distribution so creators actually benefit. And accessible tools like Sorin and ClawApp so anyone can participate.
Our 2026 roadmap — from Sahara Open Protocols to Agentic AppChain upgrades to marketplace expansion — is all in service of this vision: a thriving agentic economy where building, sharing, and getting rewarded are all part of the same loop.
The infrastructure decisions we make today will define who benefits from AI tomorrow. That's what drives everything we're building at @SaharaAI.
View quoted post on X
