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Base which the industry built on

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.

Deep Research

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 →

Wheelder Human Agent

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 →

Vackup

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 →

The Wingman Loop

A universal human–AI model — the next wave beyond one-off chat: sustained collaboration between people and systems in complex work.

Scientific paper →

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