Wheelder
Wheelder is a research-driven platform where Wheelder Circular sits at the center: a meta-AI orchestrator unifying dozens of models and tools. It connects autonomous browser intelligence, a progressive backup methodology that expanded research, and the Wingman Loop model for human-AI collaboration.
Circular celebrates every platform - it replaces none of them. Start in one intelligent Box!
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. 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 as co-pilots 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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