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SDK

Embed self-aware, self-healing agents into any application. Install with npm install @aut-o/sdk.

Hive Runtime

Orchestrates a team of specialized agents via a message bus:

  • CEO — orchestrates, delegates, makes strategic decisions
  • Watcher — monitors, detects issues, triggers alerts
  • Builder — implements, codes, creates artifacts
  • Analyst — analyzes data, scores quality, provides insights
  • Advisor — advises on strategy, suggests improvements

AI Providers

Unified abstraction over multiple AI providers with automatic routing:

  • Anthropic (Claude)
  • OpenAI (GPT)
  • Google (Gemini)
  • Smart router — selects the best provider for each task

4-Level Memory

Persistent knowledge across sessions:

  • Working — current task context (ephemeral)
  • Procedural — how-to knowledge (skills, patterns)
  • Semantic — facts and relationships (searchable)
  • Episodic — past experiences (learnings, outcomes)

Self-Healing Engine

4-tier recovery with circuit breaker:

  1. Retry — automatic retry with exponential backoff
  2. Fallback — switch to alternative provider or approach
  3. Escalate — notify higher-level agent for intervention
  4. Human — surface to human with full context

Self-Improvement Loop

8-step cycle that calibrates the system against real outcomes: collect metrics, analyze patterns, identify improvements, propose changes, test, deploy, measure, and learn. Over time, aut-o gets measurably better at building products.