Blog

Insights for Engineering Excellence

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

We Asked 250 Engineers Where AI Fails. The Answers Were Surprisingly Consistent
August 6, 2026

We Asked 250 Engineers Where AI Fails. The Answers Were Surprisingly Consistent

AI doesn’t fail randomly. It fails predictably. Discover the patterns 250 engineers identified and learn where AI creates value, where it creates friction, and why understanding remains the biggest bottleneck in software development.

AI doesn’t fail randomly. It fails predictably. Discover the patterns 250 engineers identified and learn where AI creates value, where it creates friction, and why understanding remains the biggest bottleneck in software development.

Network Perspective

Developer Perspective

OverviewDeveloper Experience ResearchDeveloper Experience TalksPlanning and ClarityCode QualityTesting and ReliabilityCollaborationWork Experience

Delivery Perspective

Overview

Code Perspective

Overview

Compare Network Perspective 

getDXJellyfishLinearBSwarmiaWaydeyBlueOptima
PrivacyTerms of ServiceCredits and LicensesEU Flag

Research and Development Grants

Network Perspective 733 3rd Avenue, 16th Floor, New York City, NY 10017, United States