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AI Development

An operational agent workflow connecting issue intake, isolated development environments, review gates and structured evaluation.

Abstract illustration for AI Development

AI as a participant in a real delivery workflow

AI Development treats an agent like a carefully governed development team member. Jira assignments enter a management system, specifications are checked, work runs in isolated environments and results return through human review.

The deployed system separates management credentials from the execution harness, protects branches and external integrations, and records structured evidence for evaluation and future learning.

  • TYPO3 13.4
  • PHP
  • MariaDB
  • Ansible
  • DDEV
  • Docker
  • Jira
  • Agent orchestration

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