01Journal

What we've learned building production systems: the practices that held up, the ones that did not, and the reasoning behind how we work. No thought leadership, no listicles.

Articles
6 published
Topics
Engineering, AI, Design
Cadence
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02Featured

AI7 min read

AI features that earn their place in a product

Most AI features are a worse version of a database query with a chat box on top. Here is the test we apply before building one.

CECITS EngineeringAI Practice
Performance6 min read

Performance is a design decision, not a cleanup task

Every visual choice has a cost in kilobytes and milliseconds. Pricing that cost during design is how sites stay fast after launch.

CECITS EngineeringWeb Practice
03All Articles

Filter by what you're wrestling with.

AI7 min read

AI features that earn their place in a product

Most AI features are a worse version of a database query with a chat box on top. Here is the test we apply before building one.

CECITS EngineeringAI Practice
Performance6 min read

Performance is a design decision, not a cleanup task

Every visual choice has a cost in kilobytes and milliseconds. Pricing that cost during design is how sites stay fast after launch.

CECITS EngineeringWeb Practice
Hospitality5 min read

Why independent hotels lose the direct booking

The guest arrives on your site, gets interested, then leaves to book elsewhere. Four fixable reasons why, learned from building booking engines.

CPCITS ProductStaynex Team
Design6 min read

Design systems that survive the handoff

Most systems degrade the moment engineering starts. The fix is structural: shared tokens, every state designed, and designers in build reviews.

CDCITS DesignDesign Practice
Engineering8 min read

The audit that should happen before any rewrite

Rewrites are usually proposed for the wrong reasons. A two-week written audit separates genuine architectural debt from unfamiliarity.

CECITS EngineeringPlatform Practice
Engineering5 min read

Good automation starts by watching people work

The documented process and the real process are different. The gap between them is where nearly all the value hides.

CECITS EngineeringAutomation Practice
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