Developer Productivity

Research Library

Data-driven insights on where developer time goes - and how to reclaim it.

Get Featured Report Browse All Research

All Research Topics

AI & Automation

The Agentic Shift: 2026 Forecast

91% enterprises use AI tools in production

Access Report

Why 95% of AI Pilots Fail

95% of AI pilots fail to deliver ROI

Access Report

The AI Skills Gap Crisis

71% say workforce can't exploit AI systems

Access Report

AI Agent ROI Analysis

Up to 353% ROI, 3x faster delivery

Access Report

The Hidden Costs of DIY AI

$30-40B wasted on AI in 2025

Access Report

Team & Processes

Agile Overhead Report

26% time lost to approvals

Access Report

Code Review Benchmarks

50% faster delivery through AI reviews

Access Report

Onboarding Acceleration

72% wait 1-3 months before first PR

Access Report

Testing & Documentation Trap

12-35% time sunk into testing & documentation

Access Report

Developer Experience

Developer Experience Decline

80% report unhappiness, AI trust 33%

Access Report

Developer Burnout Crisis

52% link burnout to colleagues quitting

Access Report

Productivity & Time

Developer Time Waste Study

69% waste 8+ hrs/week to inefficiencies

Access Report

Future-Proof Productivity

90% prioritize developer productivity

Access Report

Routine Work Analysis

58% waste 5+ hrs/week on bugs & maintenance

Access Report

Performance Metrics

Engineering Metrics Mastery

21+ indicators for elite teams

Access Report

Why We Publish This Research

We believe in transparency. Before you talk to us, you should understand the problem space.

This research is compiled from industry reports, surveys, and our own experience working with development teams. Sources cited in each report.

Why We Publish This Research

Ready to give your team an AI agent?

Deploy to your cloud in minutes. Free to start.

Start Deploying Book a Demo

Give your team an AI agent today.

Deploy to your cloud in minutes. Free to start.

Start Deploying Book a Demo