25 lines
1.2 KiB
Markdown
25 lines
1.2 KiB
Markdown
CATOPT-GRAPH AGENTS
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Overview
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- This repository contains a minimal, working MVP of CatOpt-Graph: a graph-calculus-inspired orchestration layer for compositional optimization across edge devices.
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- The MVP focuses on a simple asynchronous-like ADMM-lite solver, contract primitives (Objects, Morphisms, Functors), and two starter adapters (rover and habitat) that map to canonical representations.
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Architecture (high-level)
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- core: Objects, Morphisms, Functors, and a tiny contract registry skeleton.
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- admm_lite: a lightweight, fault-tolerant, delta-sync solver for two agents solving a simple distributed objective with a shared constraint.
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- adapters/: two starter adapters (rover and habitat) provide readState/exposeLocalProblemData/applyCommand interfaces.
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- transport: placeholder TLS/REST-like transport surface (mocked in MVP).
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- governance: lightweight auditing placeholder.
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- tests: unit tests for the ADMM-lite core.
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How to run tests
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- Ensure Python 3.10+ is installed.
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- Run: bash test.sh
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Development workflow
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- Use the provided DAG of modules to extend adapters and add new ones.
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- All changes should be backed by tests.
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Note
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- This is a minimal, opinionated MVP to bootstrap cross-domain interoperability. It is not a full production system.
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