Wheelder
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Wheelder is a research-driven platform where Wheelder Circular sits at the center: a meta-AI orchestrator unifying dozens of models and tools. It builds on autonomous browser intelligence, a progressive backup methodology that made research possible, and the Wingman Loop model for human–AI collaboration.
Circular celebrates every platform — it replaces none of them. Start in one intelligent home, then deepen with the best tool for each step.
Wheelder Circular classifies your intent, answers with fast inference, and recommends the right external tools — coding, research, creative, automation — with workflow depth and preserved context.
Read the full paper: Wheelder Circular — release notes
These aren’t slide-deck ideas — they’re delivered systems and documented releases. They connect to the broader movement toward computer-use agents, autonomous workflows, and orchestration layers that define today’s agentic world.
Multi-stage, iterative research methodology that became the backbone of Wheelder’s AI work — including Circular search lineage and why a neutral orchestration layer had to exist. Documented as innovation-priority evidence with timelines and provenance.
Scientific paper →An autonomous QA agent that drives real browsers — smart tests, security payloads, multi-browser matrices, YAML specs, and evidence reports. A verifiable thread from late 2025 to the “computer use” moment the whole industry is chasing.
Scientific paper →Version control + backup as a philosophy: milestone snapshots you can restore instantly when research gets messy. The methodology that helped solidify deep research and Circular itself — bit by bit, without losing the whole climb.
Scientific paper →A universal human–AI collaboration model — the next horizon beyond one-off chat: sustained collaboration between people and systems in complex work.
Scientific paper →The evidence release traces deep research, Circular search origins, and why orchestration had to exist — the narrative spine linking Wheelder’s timeline to what you use elsewhere today.
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