Agents that plan, act, and self-correct
Give an agent a goal and let it reason in loops — decomposing the objective, choosing the next action, and adjusting when a step fails. You stay in control with guardrails and step limits.
- Goal-driven planning with transparent reasoning
- Automatic retries and self-correction on failures
- Per-agent guardrails, budgets, and stop conditions
Real capabilities, not just text
Wire agents into the systems that matter. Define typed tools once and your agents can call APIs, run code, query databases, and trigger actions — every call permissioned and logged.
- Typed tool schemas with validation and auth scopes
- Run sandboxed code or shell steps safely
- Human-in-the-loop approval for sensitive actions
Agents that remember what matters
Combine short-term working context with long-term vector memory so agents recall customers, prior decisions, and outcomes across every run — without re-explaining the world each time.
- Semantic long-term memory with vector search
- Scoped memory per user, account, or workspace
- Knowledge sources grounded with citations
Orchestrate agents on a visual graph
Connect agents, branches, loops, and approvals into reliable multi-step flows. Build it on a node graph, version it, and run it on a schedule, a trigger, or an API call.
- Drag-and-drop node graph with branching logic
- Parallel steps, loops, and conditional routing
- Versioned flows with one-click rollback
See and control every decision
Trace each step, token, and tool call in real time. Set hard guardrails, replay any run, and get alerts before a failure ever reaches a customer.
- Full run traces with step-by-step replay
- Cost, latency, and token analytics per agent
- Policy guardrails and PII redaction built in
Build it your way, in code
Prefer to drop straight into code? The Agentic SDK and REST API give you the same agents, tools, and memory — with streaming responses, typed clients, and generous rate limits.
- Python & TypeScript SDKs with full typing
- Streaming responses and webhook events
- Self-host or run fully managed in the cloud
Connect the tools your agents need
200+ prebuilt connectors out of the box — plus a clean SDK for anything custom. Here's a taste of what your agents can reach.
Ready to build your first agent?
Spin up an autonomous agent with real tools and memory in minutes. Start free and scale when you're ready.