GSD

Why the bottleneck was never just about thinking

I’ve been seeing a lot of posts on LinkedIn recently that make the same claim: speed of writing code was never the bottleneck in software engineering. The real bottleneck was always thinking, choosing the right thing to build, understanding the problem. AI has just made that painfully obvious. I partly agree, but the framing is […]

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Review as analysis, not authority, when working with AI

Every time the topic of using AI for code reviews comes up, someone will eventually say that it is like letting the AI mark its own homework. It sounds clever. It also sounds responsible. Underneath it sits a familiar discomfort about oversight, trust, and professional judgement. As an analogy, it points attention away from the

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Become the tester people listen to: introducing Stakeholder Ready

If you work in testing or quality engineering, you know the feeling.You see risks early. You spot patterns before anyone else. You raise concerns because you care about what happens next.And yet the conversation stalls. People nod politely, then move on. It is frustrating. Not because you want attention, but because you want to make

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A robot hand and a human hand on the left are reaching for each other in front of a teal background.

From Gatekeeper to Guide: Why Emotions Matter in Quality Engineering

“What do feelings have to do with quality assurance?” This question emerged from a question on LinkedIn I posted this week, asking QA engineers what feels worse: finding a critical bug right before release, or being known as the person who always blocks releases. While the post generated significant engagement, what truly caught my attention

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From Drowning in Data to Driving Decisions: A Solo Tester’s Journey

When I first joined a rapidly growing startup as the solo tester for the web team, I made every mistake in the metrics book. Fresh from an enterprise background, I tried to measure everything. Six months and countless spreadsheets later, I had plenty of data but no real insights. Here’s how I turned it around.

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4 stacks of coins in front of a unicorn figurine.

Three Metrics That Actually Matter When You’re Testing Solo

As a solo tester in a growing company, you’re bombarded with advice about what to measure. Code coverage, test execution rates, bug counts, automation percentages … the list seems endless. Add DORA metrics to the mix, and it’s easy to feel overwhelmed. Here’s the thing: when you’re testing solo, you need metrics that provide maximum

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