Agent Framework

The AINative Agent Framework lets you build, deploy, and orchestrate autonomous AI agents that run on the platform. Agents can be composed into multi-agent swarms, equipped with plugins that extend their capabilities, and given durable state that persists across invocations.

Base URL: https://api.ainative.studio

Authentication: All endpoints require Authorization: Bearer <your_api_key> unless noted otherwise.

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What you can build

• Autonomous coding agents — Agents that analyze code quality, generate fixes, and manage their own sessions.
• Multi-agent swarms — Submit a task; the platform routes it to a coordinated team of specialist agents (architect, backend, QA, devops, data, security, docs, frontend).
• Plugin-extended agents — Install capabilities from the plugin registry onto individual agents at runtime.
• Stateful long-running agents — Agents with durable ZeroDB-backed storage, workspace snapshots, and configurable TTLs.

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Core concepts

Concept	Description
Platform Agent	An infrastructure-level agent registered via POST /agents/register. Has its own agent_id and api_key.
Swarm Task	A unit of work dispatched to a multi-agent swarm. Tasks are queued and polled asynchronously.
Plugin	A capability package from the plugin registry that can be installed on a specific agent.
State	ZeroDB-backed NoSQL tables scoped to an agent. Isolated per agent, supports key-value queries.
Snapshot	An atomic point-in-time capture of all agent state — memory, KV store, conversation history.
Trust Score	A computed 0–100 score reflecting an agent's reliability, responsiveness, and compliance history.

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Sub-pages

• Agents — Register, manage, plugins, and state management
• Swarms — Multi-agent task orchestration

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Quick example

Register a platform agent and immediately submit a swarm task using its ID:

# 1. Register an agent
curl -X POST https://api.ainative.studio/api/v1/public/agents/register \
  -H "Content-Type: application/json" \
  -d '{
    "agent_name": "my-coding-agent",
    "capabilities": ["code_quality", "refactoring"],
    "callback_url": "https://example.com/webhooks/agent"
  }'

# 2. Submit a swarm task using the registered agent
curl -X POST https://api.ainative.studio/api/v1/agent-swarm/tasks \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "description": "Refactor the auth module to use dependency injection",
    "registry_agent_id": "<agent_id_from_step_1>"
  }'