The Rabbit Hole

What curious problem or surprise should we explore?

Our deployment kept failing intermittently and nobody could agree why.
Why does the same type of bug keep showing up sprint after sprint?
We hit our velocity target but everyone felt completely burned out.
Falling Deeper

Why did it happen? Keep asking why beneath the surface.

We assumed the test suite was passing, but it was skipping flaky tests silently.
The handover was rushed because the deadline moved without anyone updating the plan.
Why did the plan change? A stakeholder request was approved outside our process.
Wonderland

What did we discover along the way, good or bad?

We learned our monitoring had a blind spot we never noticed.
There's actually a great informal knowledge-sharing habit we should formalise.
The problem was bigger than one team and needs cross-team alignment.
Finding the Way Out

How do we act on what we found and climb back up?

Add automated alerts for the monitoring blind spot we found.
Create a definition of done that includes updating documentation.
Set up a recurring sync with the other team to align on shared dependencies.

What is the Down the Rabbit Hole Retrospective

Inspired by Alice's whimsical journey in Wonderland, the Down the Rabbit Hole Retrospective invites teams to venture beyond surface-level observations and explore the curious, often overlooked corners of how they work. Rather than stopping at the first answer, this format encourages curiosity and continued questioning — peeling back each layer to reveal what's really driving outcomes, behaviours, and surprises along the way. This retrospective works by guiding teams through a series of exploratory prompts: spotting the rabbit hole worth following, descending deeper through layered "why" questions, mapping what was discovered in Wonderland, and finally finding the way back out with actionable next steps. By embracing a sense of adventure and wonder, teams move past blame and assumptions to develop a shared, deeper understanding of complex problems and pleasant surprises alike. The benefit of this approach is that it transforms root cause analysis into an engaging, story-driven experience. It pairs naturally with techniques like the 5 Whys and is especially valuable when a recurring issue keeps resurfacing or when a team feels stuck on the obvious. In TeamRetro, the playful framing keeps energy high while the structured topics ensure the conversation stays productive and leads to meaningful, lasting improvements.

Down the Rabbit Hole retrospective format

The Rabbit Hole

What curious problem or surprise should we explore?

This topic is about identifying the issue, event, or surprising outcome that deserves a deeper look. Encourage the team to name the things that made them go 'that's odd' or that keep coming back. Keep prompts open and non-judgmental so people surface genuine curiosities rather than easy targets. Aim to land on one or two compelling rabbit holes worth following.

Falling Deeper

Why did it happen? Keep asking why beneath the surface.

Here the team descends through the layers using repeated 'why' questions, much like the 5 Whys technique. Push past the first comfortable answer and keep going until you reach a meaningful root cause. Encourage people to challenge assumptions and follow the chain of cause and effect rather than stopping at symptoms.

Wonderland

What did we discover along the way, good or bad?

This topic captures the insights, patterns, and surprises uncovered during the deep dive. Some discoveries may be uncomfortable truths, others might be hidden strengths worth celebrating. Help the team articulate what they now understand that they didn't before, and how it reshapes their view of the problem.

Finding the Way Out

How do we act on what we found and climb back up?

This is where exploration turns into action. Convert the root causes and discoveries into concrete, owned next steps with clear accountability. Encourage the team to prioritise a small number of high-impact actions rather than trying to fix everything at once, and assign owners and timelines.

When to use this retrospective

  • When a recurring problem keeps resurfacing despite previous fixes and you need to understand the true root cause.
  • When the team tends to stop at surface-level symptoms and you want to encourage deeper, curiosity-driven analysis.
  • When you want a more playful, engaging alternative to a standard root cause analysis session.
  • When a surprising outcome — good or bad — warrants a thorough exploration before deciding on action.

Suggested icebreaker questions

  • If you could follow any white rabbit into a mystery, what would you most want to discover?
  • What's one thing you were endlessly curious about as a child?

Ideas and tips for your retrospective meeting

  • Lean into the Wonderland theme to keep things light, but make sure each rabbit hole leads to a genuine root cause and not just a fun tangent.
  • Use the '5 Whys' mindset in the Falling Deeper stage — keep asking why until you hit something actionable rather than stopping at the first plausible answer.
  • Focus on one or two rabbit holes rather than trying to explore everything; depth beats breadth in this format.
  • Keep the conversation blameless by focusing on systems and processes rather than individuals.
  • Timebox each stage so the team doesn't get lost in the rabbit hole and always makes it back out with clear actions.
  • Capture discoveries even if they don't lead to immediate action — they may reveal valuable patterns over time.

Frequently asked questions

What is a Down the Rabbit Hole Retrospective?
It's a curiosity-driven retrospective format that encourages teams to explore problems beyond their surface symptoms, descending through layers of 'why' to uncover root causes before defining clear next steps. The Alice in Wonderland theme keeps the deep dive engaging and blameless.
How is it different from a standard 5 Whys exercise?
It builds on the 5 Whys technique but wraps it in a narrative journey — identifying the rabbit hole, falling deeper, mapping discoveries in Wonderland, and finding the way out. This structure helps teams capture insights and surprises, not just a single root cause.
When should I use this retrospective?
Use it when a recurring issue keeps coming back, when the team tends to stop at obvious answers, or when a surprising outcome deserves a thorough exploration before acting.
How long does it take to run?
A typical session runs 45 to 60 minutes, though deeper or more complex problems may need longer. Timeboxing each stage helps the team stay focused and make it back out with concrete actions.
Can it be used by remote or distributed teams?
Yes. In TeamRetro the entire journey runs online, so distributed teams can contribute, vote, and explore root causes together in real time or asynchronously.
How many issues should we explore in one session?
Focus on one or two compelling rabbit holes. Depth matters more than breadth here, and trying to cover too many topics dilutes the quality of the analysis.

New to retrospectives? Read our guide on how to run a retrospective →