Autonomous. Local. Empirical.

Agents run natively on your hardware, utilizing a research-driven reasoning loop to intelligently solve complex tasks from start to finish.

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SereAgent (v0.1.0)

[THESIS]The UI inconsistency is likely caused by conflicting CSS modules in the components directory.

[PLAN]1. Scan directory 2. Identify conflicts 3. Standardize variables.

[EXECUTE]Orchestrator assigned 'CSS-Lint-Subagent' to ./src/components.

Observing diffs and validating against success criteria...

The Empirical Loop.

Inspired by the scientific method, our agents don't just guess. They form an operational thesis, create a high-value execution plan, execute actions, observe concrete outcomes, and loop back if validation fails. Continuous, evidence-based reasoning.

agent.trace

live

Observe

Gather signals from memory, tools & environment.

Hypothesize

Form a working theory about the goal.

Plan

Break the theory into concrete sub-tasks.

Experiment

Act, call tools, and capture evidence.

Synthesize

Integrate results — or loop back if uncertain.

Deploy agents everywhere.

Use SereAgent across multiple surfaces, seamlessly connected to your workspace and existing tools.

Learn more in the developer docs

Run data analysis...

Starting orchestrator.

Start with the App

use sere::Agent;let agent = Agent::new();agent.run("analyze metrics").await?;

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Read Docs

Input

Process

Execute

Master Agent Workflows

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Run your agent from the terminal.

Want to run agents from the command line? Check out Sere Agent CLI — the same powerful agent, built for the terminal.

View the repository on GitHub