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# ai-tooling

5 articles found

Articles

Technology Stack Upgrade Planning and Risks

Ship safer upgrades—predict risk, tighten tests, stage rollouts, and use AI where it helps

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Technical Debt: Explaining the Impact to Non-Technical Stakeholders

Explain technical debt in business terms—outcomes, risk, ROI, and a credible plan

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Legacy System Assessment: What Needs Modernization?

Identify high-value, low-regret modernization targets—quickly and safely

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Legacy Data Migration: Best Practices and Pitfalls

Move data safely—predict risks, validate aggressively, and cut over with confidence (AI-assisted where it helps)

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Gradual Migration vs Complete Rewrite: Making the Call

Decide with evidence—optimize for time-to-value, risk, and long-term fitness

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