●Jan Layola
Blog/7 posts

The blog.

Notes from my work as a product engineer: building interfaces people enjoy, shipping with coding agents, and the tools I build for myself along the way. A new post every week or two.

Illustration: a code diff with a pending first-pass review comment, next to a review queue
Latest post
New·10 min read

Review is the job now

When agents write most of the first drafts, the scarce skill is judging code, not typing it. How I review code I didn't write: triage, a full-diff read, Claude's first pass, a cold second opinion, and a loop that learns from every human comment.

AI agentsCode review
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Illustration: a menu bar showing a focus timer and a meeting pill, while a notification is silenced
·9 min read

A menu bar that knows about my meetings

A personal tool that touches my calendar deserves the same care as a product feature. How my menu bar keeps important meetings visible while I'm in focus mode, and keeps private titles off a shared screen.

ToolingPrivacymacOS
Illustration: before, a folder dragged onto a server by hand; after, small changes flowing through build, test, deploy and observe
·7 min read

Release pipelines that make shipping boring

From building on a laptop and dragging files onto a server to a pipeline nobody has to think about: why automating releases changes how a team behaves, and how to introduce it without formal authority.

DeliveryLeadership
Illustration: a read-only plan for extracting a shared date-range picker, with a review comment on a misread business rule
·11 min read

Plans before code

Every task my coding agents pick up starts read-only, with a written Definition of Done and a plan. What goes into one, what reviewing it catches, and how the process scales from a copy fix to a risky change.

AI agentsProcess
Illustration: scattered opinions converging into a single rising line, with a decision marked on it
·7 min read

From guesswork to evidence

Product analytics is a way to answer questions, not a way to collect data. How I take a team from opinions to evidence: start from decisions, keep the vocabulary small, close the loop, and design for privacy from day one.

ProductAnalytics
Illustration: three Home Assistant history charts with a single zoom selection spanning all of them
·8 min read

Home Assistant, from user to contributor

I've run Home Assistant since 2018, improving my setup a little at a time. In 2025 I started contributing to its frontend, and reviewers I'd never met taught me about consistency, scope and evidence.

Smart homeOpen source
Illustration: four stacked layers labelled Machine, Desktop, Terminal and Agents, with agent sessions marked working, waiting and idle on the top layer
·12 min read

My setup, and how I got here

From agency work in Barcelona to leading the Experience Team at InSpace: how each job shaped the machine, desktop, terminal and coding-agent cockpit I work in today, and why it keeps changing.

SetupCareerAI agents