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Test-Driven Development Still Matters When AI Writes Your Code
AI coding tools write code faster than any human. But speed without feedback is just velocity in the wrong direction. Test-driven development provides the missing discipline.
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Data-Driven Product Management: Metrics That Actually Change Decisions
Data-driven product management sounds simple: collect data, read the numbers, make decisions. In practice, most product teams have more data than they know what to do with. Dashboards cover every wall. Weekly reports land in every inbox. Yet the same teams argue about what to build next based on gut feeling or whatever a rival…
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Product-Led Growth: What the Conversion Numbers Actually Tell You
Product-led growth sounds simple. Let the product sell itself. Give users a free trial or a freemium tier. If the product is good enough, people will upgrade. Slack, Figma, Dropbox, Calendly. The case studies write themselves. Except the conversion numbers tell a different story. The average free-to-paid conversion rate for product-led growth companies sits around…
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