In this AIBytes issue, Rajesh Sampath reveals why legacy modernization programs often encounter costly surprises - not because systems are outdated, but because teams commit to architectural change without validating how systems actually behave in production. You’ll learn how a behavior-first approach shifts modernization from assumption to evidence and drives better outcomes across engineering and delivery teams.
Download the article to learn:
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Why risk emerges early in modernization and compounds downstream
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How assuming system behavior leads to late discovery, rework, and delivery instability
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What behavior-first modernization means in practice
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How making expected behavior explicit early improves predictability
Don’t let hidden system behavior undermine your transformation agenda. Discover how behavior-first modernization helps teams reduce costly rework, stabilize delivery confidence, and modernize legacy platforms with clarity and control.
Get the full article now.

