Ship your first agent
before your coffee gets cold.
AgenticOcean gives you typed SDKs, hot-reloadable tool definitions, deterministic replays of every agent run and a CLI that feels like Vercel for AI. No glue code. No yak shaving.

From pip install to a live agent in 4 commands.
The example below installs the SDK, authenticates against your workspace, defines a tool the agent can call, and deploys an autonomous "Refund Triager" that monitors your support inbox. This is the actual code — nothing is omitted.
- Works against any LLM provider (or your own)
- Deterministic replay of every run
- Free local dev environment
# 1. install
pip install agenticocean
# 2. authenticate
ocean login
# 3. define a tool
from agenticocean import tool, agent
@tool
def issue_refund(order_id: str, amount: float) -> str:
"""Refund an order via Stripe."""
return stripe.Refund.create(charge=order_id, amount=amount).id
# 4. deploy the agent
agent.deploy(
name="RefundTriager",
instructions="Triage refund requests under $50 automatically.",
tools=[issue_refund],
trigger="email:support@acme.com",
)First-class SDKs for the stacks you actually use
Generated from the same OpenAPI spec, so the types are always in sync with the API.
Python SDK
Async-first, FastAPI-friendly, plays nicely with Pydantic v2.
pip install agenticoceanTypeScript SDK
Edge-runtime ready. Works in Node, Bun, Deno, Cloudflare Workers and the browser.
npm i @agenticocean/sdkGo SDK
Single binary, zero dependencies. Perfect for sidecars and CLI tooling.
go get github.com/agenticocean/go
Real code. Real outcomes.
Every recipe in our cookbook is a complete, runnable example shipped with the data it needs and the eval that proves it works. No "imagine if…" tutorials.
Invoice OCR + SAP reconciliation
Spin up an agent that watches an S3 bucket, OCRs PDFs, matches them against SAP and posts a Slack summary.
View recipeVoice IVR for clinics
A VoiceOcean agent that books, reschedules and cancels appointments, with HIPAA-safe audit logs.
View recipeMulti-step research
A Cognition-powered analyst that pulls data from Crunchbase, SEC filings and news, then writes a memo.
View recipeSlack engineering co-pilot
Triages incoming bug reports, opens the Linear ticket, and pings the on-call engineer with reproduction steps.
View recipeRAG over your Notion
Hourly-syncing knowledge agent your team can @-mention for instant answers.
View recipeCold-outbound SDR
A polite, deeply researched cold-email agent with humans-in-the-loop approval before send.
View recipeDiscord Community
4,200+ AI engineers, weekly office hours and a #show-and-tell channel that never sleeps.
Open Source
Our SDKs, CLI, evals and 60+ example agents are all MIT-licensed on GitHub.
Docs & Tutorials
Searchable docs, video walkthroughs and a Discord-indexed AI assistant that actually answers your question.
Changelog
- v1.6.0Mar 12, 2026
Cognition Engine now supports tool-call streaming and partial JSON repair. New `agent.shadow()` for safe production rollouts.
- v1.5.2Feb 22, 2026
Python SDK gains native asyncio cancellation; TypeScript SDK now works in Cloudflare Workers without polyfills.
- v1.5.0Feb 04, 2026
VoiceOcean GA: barge-in, 40+ languages, sub-300ms turn-taking. Hands-free demo in /developers/examples.
- v1.4.0Jan 09, 2026
Sentinel Guard policy-as-code, with reference Rego templates for SOC2 and HIPAA.
