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Last Updated on October 21, 2026 What technology professionals building with AI told us about the gap between experimentation and production, and the skills worth developing next. Why we surveyed developers about AI Throughout 2026, a pattern kept coming up in conversations with developers and organizations we work with: AI prototypes are multiplying, but getting […]

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Last Updated on October 20, 2026 Pretty much every marketer uses AI now. That’s no longer the differentiator. The real question is whether you’re using it in a way that actually changes your results, or whether you’re doing the same work you always did, just a little faster. This is a practitioner’s guide for thinking […]

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Last Updated on September 25, 2026 Most engineers approaching their first production LLM system bring a mental model that works well for software: test your inputs and outputs with assertions, check your code into git, roll back if something breaks, and rely on system prompts or configuration files to enforce behavior. These habits are not […]

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