Insights
Notes on platforms, AI systems, and global engineering organizations.
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Why global parent brands need regional engineering doors
How Dev Centre House structures regional brands without diluting craft.
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Senior-only squads beat oversized benches
A case for small, accountable engineering teams.
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Shipping AI that survives production
Evaluation, guardrails, and operability for real AI products.