Intent Debt: the category has a name now
A researcher just gave a problem teams have felt for years the language they were missing.
Product in Practice
Stories from the messy middle of building products.
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Latest episodes
The PM role is re-emerging
The bottleneck moved. Now every product org has to decide who owns what got left behind.
Why product teams run both Scrum and Kanban
(and how we built for that reality)
Product team challenges in 2026
The 3 problems you can expect to face this year
Why your team is slower than last year
The 80/20 reality nobody talks about
Why 90% of production incidents are process failures, not technical ones
Most teams add more process when incidents happen. The real solution is better visibility.
The case for workflow intelligence
The hidden system failure behind the AI Productivity Paradox.
The 4 challenges modern product teams face
And why your hardest-working teams still feel slow.
5 signs your team needs better coordination
From fragmented context to meeting overload, here's what scaling engineering leaders are seeing at 75+ engineers.
We need to talk about tool sprawl
So many tools, so little flow.
Why developer ownership matters
Most teams are good at identifying problems. Few are empowered to solve them.
Escaping the Velocity Crisis
As teams grow work doesn't just get bigger, it gets slower. Here's why.
How modern product teams actually use AI tools
AI adoption is happening bottom-up through tool experimentation. Winning teams are solving workflow coordination first.
What sets product teams apart from engineering teams
Understanding the difference helps teams make more intentional choices about how they work and ship meaningful value faster.
Why AI agents need better data architecture
The real AI integration challenge isn't the technology, it's data quality and context management
Why "just build it" is breaking product engineers
A Reddit thread revealed the invisible feedback loop that's missing from most product teams—and the hidden costs of keeping engineers in the dark.
Our QA checklist for every story
Steal our QA checklist that actually works for cross-functional product teams
We tried our competitors, here’s what we found
ClickUp vs Linear vs Jira vs Atono
Keep your user stories alive
Most become museum pieces once work starts. Here’s how we keep ours evolving.
How and why we added AI to our product
An honest look at AskCapy, our first step in thoughtfully adding AI to Atono