Advanced Academy Reader

AI-Assisted Software Development

Building AI-augmented engineering workflows that pair human developers with automated planning, generation, and review systems.

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Reference Architecture

Planning workspace: user stories, acceptance criteria, and architecture notes feed the AI assistant.
Generation services: model endpoints craft code, tests, or configuration snippets.
Review layer: static analysis, unit suites, and human approvals catch regressions.
Telemetry hub: usage analytics, prompt logs, and incident reports inform retraining.

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