AI engineering

Specialists instead of an opaque all-purpose agent.

Memorable names make responsibilities visible. Scientists identify the function of an agent; planets identify the project workspace in which the work takes place.

Picologic agent team with ten specialist AI agents around the central orchestration system.

The specialist agents

NEWTON coordinates the system. The other agents receive bounded assignments and return traceable results.

Orchestrator

NEWTON

Routes tasks to project workspaces and specialist agents.

Architecture

EINSTEIN

Checks architecture, dependencies and effects across repositories.

Development

TURING

Implements code and clearly defined technical changes.

Security

CURIE

Checks permissions, secrets, privacy and vulnerabilities.

Testing

KEPLER

Runs tests, builds and quality checks.

Review

GALILEO

Reviews diffs, acceptance criteria and pull requests.

Infrastructure

FARADAY

Handles servers, containers, networks and deployments.

Monitoring

HUBBLE

Observes logs, metrics, errors and availability.

Automation

TESLA

Builds CI/CD flows, schedules and recurring processes.

Maintenance

DARWIN

Handles updates, refactoring and technical evolution.

Planet workspaces

A planet is not another AI personality. It is a clear label for a repository or project area.

EARTH

XvX Core

MARS

Eventhacker

VENUS

Picologic

JUPITER

EnergiAI

SATURN

HTKI

MERCURY

Shared tools

Controlled workflow

Tasks move through defined stages. Critical changes remain subject to human approval.

1

NEWTON

Capture and route the task

2

EINSTEIN

Check architecture and dependencies

3

TURING

Implement the change

4

KEPLER + CURIE

Testing and security review

5

GALILEO

Prepare final review

Example command

NEWTON: Assign the Eventhacker task on MARS to TURING. Then have KEPLER test it, CURIE check security and GALILEO review the pull request.

Names describe operational responsibilities. They do not imply that decisions are made without human accountability.