Deep Agents

Deep Agents overview

Aegisora Deep Agents (ADA) is the simplest way to build and deploy production-grade autonomous agents. You focus on what your agent does; ADA focuses on how to serve it securely. There are no servers to provision and no infrastructure to wire together.

You write the agent's intelligence: its instructions, the tools it can call, the skills it follows, and you select the model that drives it. ADA provides everything underneath.

Core capabilities

Deep Agents comes with the following capabilities out-of-the-box:

Execution Environment

Code InterpreterSandboxesFilesystem

Delegation

PlanningSubagents

Context Management

SkillsMemorySummarization

Steering

Human-in-the-loopPrompt Caching

Try it

Start with building a basic autonomous agent that can use tools and execute code. Select your preferred environment below:

# Install the Aegisora SDK

pip install aegisora-deepagents

# Create and run a basic agent

from aegisora import Agent, Policy

agent = Agent.create(

name="research_assistant",

model="aegisora-fast-v2",

tools=["web_search", "calculator"],

policies=[Policy.StrictCostLimit(10.0)]

)

response = agent.run("Analyze the Q3 financial reports.")

print(response.output)