Not a chatbot. A system of specialized agents — orchestrated, tool-using, and learning from every task. This is the structure.
Receives any task. Decomposes it. Spawns the right agents. Synthesizes results. Every orchestration teaches the router.
Decomposes tasks. Routes to the right specialists.
Deep multi-source investigation. Finds, fetches, synthesizes.
Writes, debugs, explains. Tests in the sandbox before answering.
Long-form writing, editing, summarization. Pure synthesis.
Reviews work for errors and gaps. Suggests concrete fixes.
Data analysis, comparisons, calculations. Numbers with context.
System design, schemas, APIs, project layouts.
Vulnerability review, privacy risks, hardening.
Memory management. Organizes context, tracks decisions.
Image analysis and generation guidance.
Web fetch · Web search · Code execution · Memory write/read · Image generation · Video generation · Gmail · Calendar — each one streams its work visibly.
Every agent run, every tool call, every vote feeds the hive. The system learns which agents work for which tasks — and gets better at routing.
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