Features
AI Agents That Actually Ship
From idea to production in minutes. Four frameworks, nine models, built-in training and evals — describe what you want and the AI handles the rest.
How It Works
Describe, review, deploy, improve
Build production-ready AI agents without infrastructure headaches.
Describe
Tell the AI what you need. It picks the model, writes the prompt, and selects tools automatically.
Review
See a live blueprint. Edit the prompt, toggle tools, adjust memory — all before creating.
Deploy
One click to go live. Managed infrastructure, auto-scaling, version history with instant rollback.
Improve
Train with heuristics, test with evals, monitor with analytics. Agents get smarter over time.
Capabilities
What your agents can do
Powerful capabilities out of the box — no infrastructure to manage.
Best-in-Class AI Models
Claude Opus, Sonnet, Haiku from Anthropic. Amazon Nova Pro, Lite, Micro. Llama 4 Scout. DeepSeek R1. Switch models without changing code.
Extended Thinking
Claude models support extended reasoning with configurable token budgets — deep analysis, multi-step problem solving, and complex decision making.
Four Memory Strategies
Summary, semantic, user preference, and episodic memory. Agents remember context across conversations and adapt to each user over time.
Skills & API Connectors
Reusable, versioned skill library with 30+ pre-integrated APIs. Create custom skills or use platform defaults. Pin versions per agent.
Rich Artifact Generation
Agents generate documents, code, PDFs, DOCX, HTML, CSV, and JSON — stored in S3, downloadable from the dashboard.
Human-in-the-Loop
Agents pause and ask for human approval, input, or choices via the built-in mailbox. Priority levels, expiration, and resolution tracking.
Sub-Agent Delegation
Agents invoke specialized child agents for research, data analysis, writing, or code review. Up to 10 sub-agents with 3 levels of nesting.
Training & Heuristics
Agents learn behavioral, tool usage, knowledge, and style guidelines from conversations. Auto-learned or manually added — confidence scored.
Eval Gates on Deploy
Require evaluation suites to pass before deployment goes live. Catch regressions automatically — no bad agent reaches production.
Frameworks
Pick the right tool for the job
Four agent frameworks, one platform. All deploy to the same managed infrastructure with the same security and compliance.
Strands
Python
General-purpose. Most tools, extended thinking, sub-agents, human-in-the-loop, memory. The default for most use cases.
OpenClaw
Node.js
Persistent state, agent personality (SOUL.md), sandboxed code execution. Ideal for web-native agents that need identity.
Voice
Nova Sonic
Real-time bidirectional audio. Phone support, intake, scheduling — agents that talk, not just type.
Claude Code
Claude SDK
Autonomous file and code manipulation. Read, write, edit, grep, bash — built-in CLI toolkit for developer workflows.
Not sure which to pick? The AI Agent Builder chooses the best framework for your use case.
Agent Builder AI
Describe it. The AI builds it.
Tell the AI what you want in plain English. It uses advanced reasoning and deep platform knowledge to select the model, write the prompt, pick tools, configure memory and guardrails, and deploy — all from a single conversation.
Ready to build your first agent?
Describe what you need and the AI builds it for you. Free to start, no credit card required.