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Insights on Developer Experience, DX² methodology, and measuring what matters

Code Review Bottlenecks in the AI Era
Code Review AI Productivity Engineering Bottlenecks

Code Review Bottlenecks in the AI Era

AI coding tools cut development time in half. But if reviews stack up, delivery doesn't get faster. Here's how to identify and fix the bottlenecks that neutralize your AI productivity gains.

GuideMode Team
Developer Burnout: What Your Metrics Aren't Telling You
Developer Burnout Engineering Metrics Developer Experience

Developer Burnout: What Your Metrics Aren't Telling You

65% of engineers experienced burnout last year. Your DORA metrics look great. These two facts aren't contradictory—they reveal a dangerous blind spot in how we measure engineering performance.

GuideMode Team
Measuring AI Productivity: Beyond Adoption Metrics
AI Productivity Metrics

Measuring AI Productivity: Beyond Adoption Metrics

Other platforms track whether developers use AI tools. We track whether AI actually makes them more productive. Here's the difference—and why it matters.

GuideMode Team
Engineering KPIs That Actually Matter
Engineering KPIs Developer Productivity Engineering Metrics

Engineering KPIs That Actually Matter

Most engineering KPI lists focus only on output. Here's a curated set that includes discovery, developer experience, and team health—because shipping fast means nothing if you're shipping the wrong things.

GuideMode Team
The Discovery Gap: What Other DX Platforms Miss
Discovery DX Platforms Research

The Discovery Gap: What Other DX Platforms Miss

Traditional DX platforms measure how fast you ship. But they completely miss whether you're shipping the right things. Here's what they're missing—and why it matters.

GuideMode Team