Practical Fleet Workflows

Real Jobs for Your Agent Fleet

OmniConflux is built to pool your own machines into one agent fleet. These are the jobs it is designed for: migrations, code reviews, social posting, voice, computer use and private security testing. Every agent task gets a verifier from a different vendor.

Codebase Migrations

Refactor legacy code, upgrade major dependencies, and adapt to breaking API changes on separate branches without blocking feature work.

Outcome: A migration branch ready for your review.

Checked by: a verifier from a different vendor, before the task counts as done.

Explore platform architecture →

Code and Security Audits

Review code and proposed changes for bugs and security issues in sensitive repositories before pull requests open.

Outcome: Findings with the evidence a reviewer needs to confirm them.

Checked by: a verifier from a different vendor reviewing the findings.

See verification engine details →

Native Social Publishing

Turn engineering updates into posts written for each social network, in your own brand voice.

Outcome: Draft posts shaped for each network, ready for your review.

Checked by: a verifier from a different vendor. Publishing approval controls will be documented at launch.

Explore social media management →

Voice-Driven Task Orchestration

Speak a goal and send it to an agent on one of your machines without reaching for the keyboard. Speech is designed to be transcribed locally.

Outcome: A spoken goal becomes a command for one of your harnesses.

Checked by: a verifier from a different vendor. Phone approvals are planned.

Read computer use and voice story →

Computer Use and OS Automation

Operate desktop applications, step through staging sites, and check interface states on machines you own. Detailed controls will be documented at launch.

Outcome: Repetitive desktop steps done by an agent, with each action designed to be shown to you.

Checked by: a verifier from a different vendor. Approve once, for a session, or always is planned.

View computer use overview →

Private Security Testing

Authorized, defensive testing of systems you own, with frontier-class security AI, privately hosted.

Outcome: A record of what was tested and what was found, on systems you are authorized to test.

Checked by: a verifier from a different vendor and your authorized team.

Review private security AI →

Digital Sovereignty

Open by Design: Any Model, Your Hardware

OmniConflux never locks you into a single vendor or proprietary cloud silo. Bring your own API keys, run local open-weight models on your private hardware, and connect your existing command-line tools. You control the hardware, the code repositories, and the verification rules.

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Frequently Asked Questions

Why does a different vendor check the work?

An agent is a poor judge of its own output. Every agent task gets a verifier from a different vendor, so a second perspective reviews the result before it counts as done. It is a check, not a guarantee.

Can these workflows run completely on local models?

That is the design. OmniConflux is designed to work with local open-weight models on your own machines, so a workflow can run without sending code or prompts to a cloud endpoint. Downloads are not live yet.

How do human operators retain control over automated agents?

Human approval is part of the design. The plan is to approve once, for this session, or always, from your phone. Which actions ask for approval will be documented at launch.