Developing multi-agent engineering workflows

Designing task assignment, monitoring, and review boundaries for AI-assisted engineering. KITT Mission Control remains in active development.

Business context

AI-assisted engineering introduces coordination and review problems alongside code-generation capability.

The problem

Keeping task ownership, observable state, and review requirements explicit across agent-assisted work.

Constraints

Variable output quality, access boundaries, and the need to verify changes rather than infer success from an agent's report.

Arthur’s role

Architect and builder of agent-assisted workflows and the developing KITT Mission Control system.

Diagnosis & decision

Illustrative reasoning: unclear tasks and invisible state can make recovery harder.

Architecture & operating approach

Task assignment, monitoring, and review checkpoints, with a published checklist for examining AI-system architecture.

Outcome

KITT Mission Control remains in active development. A published architecture checklist provides design guidance; it does not prove daily operational reliability or measured engineering gains.

Executive lesson

Leadership lesson: make ownership, review, and recovery visible before expanding autonomous execution.

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