AI-Assisted Engineering ·
Lessons from Building an AI-Agent Development Team
Agents may produce well-structured code yet misunderstand product boundaries without clear roles that validate their output.
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For Developers & Technical Teams
AI-Assisted Engineering
Practical experience integrating AI into development with guardrails for quality, security, and accountability.
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4 articles
AI-Assisted Engineering ·
Welcome to AI-SDLC
Welcome to the era of integrating AI across the full software development lifecycle. AI-SDLC = Artificial Intelligence in the Software Development Life Cycle.
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AI-Assisted Engineering ·
AI Fluency Goes Beyond Writing a Good Prompt
The 4D framework connects AI use to task selection, description, judgment of output, and responsibility for its use.
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AI-Assisted Engineering ·
Set Clear Quality Guardrails for AI-Assisted Coding
Generation speed does not guarantee a suitable solution; results improve when the assistant understands project structure and constraints and its work is reviewed and tested.
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