We rearchitected how Tabstack fetches pages to be faster by default, and added a new effort parameter that puts you in control. Start lightweight, escalate to full browser rendering only when you need it, and build adaptive pipelines that retry intelligently.
Read MoreBuilding reliable AI web agents is incredibly complex. To solve this, we are open sourcing Pilo. Pilo is a robust execution engine that uses the accessibility tree, smart context compression, and agentic reasoning loops to reliably navigate the modern web. Run it entirely on your own hardware.
Tabstack Research moves the autonomous reasoning loop into the infrastructure layer. We handle the discovery, extraction, and verification required to bridge the synthesis gap. Access high-fidelity, structured data with inline citations instead of raw HTML noise or model hallucinations.
Building browser infrastructure is a hidden tax on AI development. Tabstack is the developer API that turns the chaotic web into clean inputs for your agents. From rendering SPAs to complex automation, we handle the orchestration so you can focus on reasoning. Reliable, scalable, and built by Mozill...
Building reliable AI web agents is incredibly complex. To solve this, we are open sourcing Pilo. Pilo is a robust execution engine that uses the accessibility tree, smart context compression, and agentic reasoning loops to reliably navigate the modern web. Run it entirely on your own hardware.
Tabstack Research moves the autonomous reasoning loop into the infrastructure layer. We handle the discovery, extraction, and verification required to bridge the synthesis gap. Access high-fidelity, structured data with inline citations instead of raw HTML noise or model hallucinations.
Building browser infrastructure is a hidden tax on AI development. Tabstack is the developer API that turns the chaotic web into clean inputs for your agents. From rendering SPAs to complex automation, we handle the orchestration so you can focus on reasoning. Reliable, scalable, and built by Mozill...