// genesis.os
AI Genetic Operating System.
Genesis/OS runs evolvable AI agents on a distributed kernel — mutate, score, prune, and deploy generations across every Swagger Genesis product line.
Genetic scheduler
Agents mutate, cross-breed, and compete on fitness scores per generation.
Evolvable prompts
Prompt genomes versioned like source code with lineage graphs.
Cross-product hooks
Agents call domains, servers, mail, entities, and housing APIs natively.
// kernels
kernel.mitosis
v3.2.0Self-replicating agent kernel with generational scoring and pruning.
kernel.helix
v2.1.7Bidirectional model chaining with rollback checkpoints per generation.
kernel.crispr
v1.9.4Fine-grained parameter splicing across agent populations.
kernel.synapse
v4.0.1Distributed memory graph with 200ms p95 recall across regions.
// spawn
Deploy a generation
Spawn a population of agent kernels, watch fitness scores climb in real time, and promote the winning genome — the platform handles orchestration, sandboxing, and replay for you.

// integrates.with
GPT / Claude / Gemini
Model-agnostic routing with automatic fallback
Local inference
vLLM, llama.cpp, and Ollama-compatible endpoints
Vector stores
pgvector, Pinecone, Weaviate, Qdrant integrations
Agent frameworks
LangGraph, CrewAI, Autogen, and Swagger primitives

// genesis.gateway • integrated platform
// gateway-managed intelligence
Every Genesis/OS kernel, agent population, and evolvable pipeline is already wired through the Swagger Genesis API gateway. You never have to hand-craft a request — the platform brokers auth, retries, and streaming for you.
- Agent kernels auto-register with the gateway the moment they boot.
- Population events stream to your services over signed, replayable channels.
- Every mutation, spawn, and rollback is captured in the platform audit ledger.