Control plane
Keeps track of what needs to happen, who is executing it and what has been verified. Supabase Postgres is the durable authority.
AI Systems / Autonomous Agents
An agent needs more than a language model. It needs a defined task, permitted tools, a way to request help and a way to verify its output. OR4CULO coordinates these responsibilities.
OR4CULO / SYSTEM MAPIllustrative architecture demo
Goal
A reviewable editorial delivery with sources and acceptance criteria.
Every part has a responsibility.
Manager Loop
Breaks goals into phases and makes progress conditional on verification.
Multi-provider routing
Routes tasks to available capabilities within usage, quality and budget constraints.
Browser automation
Executes steps in web interfaces with access boundaries, records and exception handling.
Verification
Checks outputs against explicit criteria instead of relying only on the executor’s report.
Human intervention
Escalates decisions and exceptions that require a person while independent work can continue.
The diagram explains the architecture; it does not display a production session. The current contract prefers deterministic scripts before LLMs. Local models remain outside production, and paid APIs are not invoked automatically.
Read the OR4CULO caseNEXT STEP
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