DiscoverScrum Master Toolbox Podcast: Agile storytelling from the trenchesSwimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco
Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco

Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco

Update: 2025-12-13
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BONUS: Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase

In this fascinating conversation, veteran software engineer and author Lou Franco shares hard-won lessons from decades at startups, Trello, and Atlassian. We explore his book "Swimming in Tech Debt," diving deep into the 8 Questions framework for evaluating tech debt decisions, personal practices that compound over time, team-level strategies for systematic improvement, and leadership approaches that balance velocity with sustainability. Lou reveals why tech debt is often the result of success, how to navigate the spectrum between ignoring debt and rewriting too much, and practical techniques individuals, teams, and leaders can use starting today.

The Exit Interview That Changed Everything

"We didn't go slower by paying tech debt. We went actually faster, because we were constantly in that code, and now we didn't have to run into problems." — Lou Franco

 

Lou's understanding of tech debt crystallized during an exit interview at Atalasoft, a small startup where he'd spent years. An engineer leaving the company confronted him: "You guys don't care about tech debt." Lou had been focused on shipping features, believing that paying tech debt would slow them down. But this engineer told a different story — when they finally fixed their terrible build and installation system, they actually sped up. They were constantly touching that code, and removing the friction made everything easier. This moment revealed a fundamental truth: tech debt isn't just about code quality or engineering pride. It's about velocity, momentum, and the ability to move fast sustainably. Lou carried this lesson through his career at Trello (where he learned the dangers of rewriting too much) and Atlassian (where he saw enterprise-scale tech debt management). These experiences became the foundation for "Swimming in Tech Debt."

Tech Debt Is the Result of Success

"Tech debt is often the result of success. Unsuccessful projects don't have tech debt." — Lou Franco

 

This reframes the entire conversation about tech debt. Failed products don't accumulate debt — they disappear before it matters. Tech debt emerges when your code survives long enough to outlive its original assumptions, when your user base grows beyond initial expectations, when your team scales faster than your architecture anticipated. At Atalasoft, they built for 10 users and got 100. At Trello, mobile usage exploded beyond their web-first assumptions. Success creates tech debt by changing the context in which code operates. This means tech debt conversations should happen at different intensities depending on where you are in the product lifecycle. Early startups pursuing product-market fit should minimize tech debt investments — move fast, learn, potentially throw away the code. Growth-stage companies need balanced approaches. Mature products benefit significantly from tech debt investments because operational efficiency compounds over years. Understanding this lifecycle perspective helps teams make appropriate decisions rather than applying one-size-fits-all rules.

The 8 Questions Framework for Tech Debt Decisions

"Those 8 questions guide you to what you should do. If it's risky, has regressions, and you don't even know if it's gonna work, this is when you're gonna do a project spike." — Lou Franco

 

Lou introduces a systematic framework for evaluating whether to pay tech debt, inspired by Bob Moesta's push-pull forces from product management. The 8 questions create a complete picture:

 

  1. Visibility — Will people outside the team understand what we're doing?

  2. Alignment <span style="font-size: 11pt; font-famil

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Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco

Swimming in Tech Debt — Practical Techniques to Keep Your Team from Drowning in Its Codebase | Lou Franco

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