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Architecture Overview

The Ludopoly SDK is not a single tool but a coordinated system of specialised components, each responsible for a distinct phase of the code production lifecycle. At the highest level, three pillars sustain the platform: an autonomous AI agent swarm that designs and validates code through weighted consensus, a dual-layer knowledge engine that supplies blockchain-specific intelligence to every agent, and a package factory that compiles validated output into deployable artefacts for multiple languages and platforms.

These pillars do not operate in isolation. The knowledge engine feeds contextual data — EIP standards, gas cost benchmarks, known vulnerability patterns — directly into the agent swarm's decision process. The agent swarm's consensus output flows into the package factory, which in turn reports quality metrics back to the knowledge engine for continuous refinement. This feedback loop ensures that the platform improves with every package it produces, accumulating domain intelligence that no single model or developer could maintain alone.

AI AgentSwarmKnowledgeEnginePackageFactorycontextfeedbackconsensusmetricsContinuous feedback loop across all three pillars

The significance of this architecture becomes apparent when compared to conventional approaches. A traditional SDK is a snapshot — a frozen version of human-authored code distributed through a package manager. If a vulnerability is discovered after publication, a new version must be manually prepared and released. The Ludopoly architecture treats every package as a living process: the agent swarm can re-evaluate, the knowledge engine can update its risk models, and the factory can recompile — all without human intervention.

The core architecture is model-agnostic. The platform integrates Claude, GPT, Gemini, Codex, Grok, and open-source models through a unified orchestration layer, ensuring no dependency on a single provider.