SWAGGER::GENESIS

/// technical infrastructure · api · ai_os · registered agents

// 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

v3.2.0

Self-replicating agent kernel with generational scoring and pruning.

kernel.helix

v2.1.7

Bidirectional model chaining with rollback checkpoints per generation.

kernel.crispr

v1.9.4

Fine-grained parameter splicing across agent populations.

kernel.synapse

v4.0.1

Distributed 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.

Genetic AI DNA neural network visualization

// 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

Deterministic replay of every generation
Sandboxed tool-use with per-agent scopes
Multi-region weight replication
Genetic AI DNA neural network visualization

// 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.