I Built a Way to Hire a Developer’s Judgment

Description and use

Manner lets developers build AI Clones that handle client interactions and delegate coding to agents, scaling expertise while preserving human oversight.

Problem

Developers’ expertise is limited by their availability, making it hard to scale high‑quality engineering work to many clients.

Outcome

Manner scales developer expertise by allowing developers to create AI Clones that handle client interactions and delegate coding tasks to agents, while maintaining quality control and real‑world deployment workflows.

Workflow

• 1. Developer creates a Clone on Manner, configuring experience, skills, communication style, and engineering preferences.
• 2. Clone is published to the marketplace and clients hire it.
• 3. Client connects their application repository to Manner.
• 4. Manner analyzes the repo, builds an isolated Docker Compose environment, and deploys a live preview URL.
• 5. Clone interacts with the client, gathers requirements, plans work, and delegates implementation to a Coding Agent.
• 6. Coding Agent modifies code, runs tests, builds the app, and updates the live preview.
• 7. When human judgment is needed, Clone involves the real developer, who provides decisions and the Clone incorporates them.
• 8. The project runs with isolated environments, encrypted secrets, resource limits, and approval flows to ensure safety and quality.

Evidence

Manner is a marketplace where real developers create AI Clones of themselves, and clients can hire those clones to work on real software projects.

Source

Clients can then hire it. The Clone becomes the client's main engineering contact.

Source

Manner analyzes the project and automatically prepares an isolated environment for it.

Source