AI & Engineering
A connected view of specifications, AIDLC, testing, review, agents, context, brownfield change and cloud operations.
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Insight collections

A connected view of specifications, AIDLC, testing, review, agents, context, brownfield change and cloud operations.
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Practical thinking for specifying, testing, reviewing and changing enterprise software with AI assistance.
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How enterprise agents receive trusted context, limited authority, human oversight and an evidence trail.
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Ideas for connecting cloud evidence, architecture, cost, security and safe operational change.
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