Agents overview
Learn about Crusoe AI Platform Agents, the serverless agent harness, supported frameworks, deploy lifecycle, and service comparisons.
Deploy an agent
Package your agent directory, upload it, poll the build state, redeploy from stored source, and fix the real deploy errors.
Frameworks
3 items
Invoke an agent
Call a deployed agent over HTTP or with platformctl, stream responses, and understand cold starts, limits, and error codes.
Sessions
How the platform stores and replays conversation history, mints session and user ids, and lets you browse full transcripts.
Long-term memory
Memory is a policy on the agent - off, auto or explicit. The agent distils facts about each user, keeps them per user, and reads them back in any later conversation. Here is how to turn it on, see what it remembers, and correct it.
Built-in tools
The run_python, search_memory, remember and search_knowledge tools every agent can list, how tool calls appear in responses, and how your own tool code is sandboxed.
Environment variables
Your own variables, the ones the platform sets for you, and which of those you can change.
Secrets and environment variables
Give an agent credentials and configuration - write-only secrets, readable env vars, key naming rules, and why every change rolls a new revision.
Source files and the editor
Read, edit, and delete an agent's stored source files through the API, redeploy from stored source without a tarball, and what the console can do with source.
Logs
Tail an agent's live logs, read persisted history that survives scale-to-zero, and know where build output actually lands.
Traffic and revisions
Every change to an agent creates an immutable revision. List revisions, canary a new one, and roll back by moving traffic.
Embedded chat widget
Put a chat launcher for one of your agents on any website with a single script tag, secured by an embed key and an origin allowlist.
Troubleshooting agents
Real Agents error messages with their causes and fixes - deploy failures, quota 409s, name rules, cold starts, and the 404-vs-owner rule.
Integration examples
Tie an agent into the rest of the platform - agent plus Vectors for document RAG, plus Memory Store for caching, plus Secrets for custom credentials, plus MCP Servers for shared tools.