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Dear SaaStr: What Is the Playbook for a Successful Customer Success Team? A good playbook for customer success is all about driving retention, expansion, and customer happiness while making it scalable: Hire Truly Product-Savvy Customer Success Managers at First Focus on hiring people who customer-focused product nerds to start. They need to just love your product, and know how to deal with its issues and solve them.
The blocky charts. The ability to solve a hard test problem. The hidden game of Snake. My graphing calculator was a 7th grade miracle. AI is this generation’s graphing calculator. With about 2 years’ of studies, we can draw some conclusions on its impact. A meta-analysis published in Nature showed a medium to large impact on students. ChatGPT’s Select Impact on Higher-Order Thinking Condition/Scenario Effect Size 1 Significance (p-value) Overall Effect 0.457 < 0.001 Type of
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I’ve written about this topic a lot over the years, but never before integrated my ideas into a single high-level piece that not only provides a solution to the problem, but also derives it from first principles. That’s what I’ll do today. If you’re new to this topic, I strongly recommend reading the articles I link to throughout the post.
When test coverage falls behind release velocity, quality suffers, and your team feels the consequences. This guide outlines when it makes sense to outsource quality assurance (QA), the risks to watch for, and how to scale testing without increasing headcount or slowing down engineering. You will learn how leading teams are leveraging external QA partners to expand coverage, enhance defect detection, and remain aligned with CI/CD timelines.
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