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Director of Solution Management at Data Axle with 13+ years in data and business analysis.
This story contains new, firsthand information uncovered by the writer.
Alright, let’s be real for a second. Agile’s great and all—until you’re drowning in backlog tickets, sprint planning feels like pulling teeth, and half the team is arguing about whether a feature is a “must-have” or just another executive’s random idea.
I’ve been there. More times than I care to admit.
When I first started as a BA, I thought my job was to just “gather requirements” (lol). Turns out, my real job? Making sure things don’t spiral into absolute madness. Over the years, I found a few techniques that actually help keep things under control. Nothing fancy. Just stuff that works.
Let’s get into it.
I cannot tell you how many times I’ve seen teams blindly churn out features without ever stepping back to ask: Is this even useful?
Early in my career, I was on a project where we were cranking out features like a factory—one ticket after another, sprint after sprint. But then, halfway through, someone finally asked:
“Uh… do we actually know what users need?”
Yeah. We had no clue.
Instead of just making a giant to-do list of features, this technique forces you to think about the entire user journey—step by step.
Before we tried this, we were just throwing features at the wall. After mapping everything out, we could actually see the product from the user’s perspective. We cut unnecessary fluff, focused on what mattered, and—shocker—actually built something useful.
Pro Tip: Give your user personas actual names. It sounds dumb, but when the team starts saying, “Would Kelly the Analyst actually use this?” you know you’re doing it right.
One time, I joined a project where the backlog was so out of control, we had over 800 tickets.
Yes, eight hundred.
It was like stepping into a hoarder’s basement, except instead of old newspapers and broken furniture, it was vague Jira tickets with titles like “Improve UX” and “Fix that bug from last month (which bug? who knows).”
Sprint planning was a nightmare. No one knew what to work on. Devs were frustrated. Leadership was asking why we weren’t moving faster.
Backlog Refinement isn’t just a nice-to-have—it’s survival.
A well-kept backlog saves you so much time. Suddenly, sprint planning isn’t a three-hour debate about which ticket matters—it’s just picking up the next most important thing and getting to work.
Pro Tip: If a story doesn’t pass the INVEST test (Independent, Negotiable, Valuable, Estimable, Small, Testable), it’s not ready. Don’t waste time on it.
Workshops used to be my least favorite part of the job.
You bring a bunch of people into a room (or Zoom call), and for the next two hours, it’s just… people talking. And talking. And talking. And at the end? No one actually agrees on anything.
I hated it.
Then I realized: The problem wasn’t the workshops. The problem was how they were being run.
A well-run workshop can save weeks of back-and-forth emails. Seriously. I once ran a two-hour workshop that got a team aligned on six months of work. Six. Months.
Pro Tip: If you’re running a remote workshop, keep it short. People zone out fast on Zoom. Keep them engaged, or lose them forever.
Here’s the deal: Agile isn’t about following rules or checking boxes. It’s about staying flexible and actually delivering something valuable.
Master these three techniques—User Story Mapping, Backlog Refinement, and Agile Workshops—and suddenly, everything starts making more sense. You stop feeling like you’re constantly reacting to chaos, and you start actually leading the process.
Agile isn’t perfect. It’s messy. But that’s the point. Your job isn’t to make things perfect—it’s to make things work.
What’s your go-to trick for keeping agile projects under control? Let me know—I’m always looking for new ways to survive the madness.