Developer Productivity

Research Library

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

All Research Topics

AI & Automation

The Agentic Shift: 2026 Forecast

91% enterprises use AI tools in production

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AI Agent ROI Analysis

Up to 353% ROI, 3x faster delivery

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Why 95% of AI Pilots Fail

95% of AI pilots fail to deliver ROI

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The AI Skills Gap Crisis

71% say workforce can't exploit AI systems

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The Hidden Costs of DIY AI

$30-40B wasted on AI in 2025

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Team & Processes

Agile Overhead Report

26% time lost to approvals

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Code Review Benchmarks

50% faster delivery through AI reviews

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Onboarding Acceleration

72% wait 1-3 months before first PR

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Testing & Documentation Trap

12-35% time sunk into testing & documentation

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Productivity & Time

Developer Time Waste Study

69% waste 8+ hrs/week to inefficiencies

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Routine Work Analysis

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

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Future-Proof Productivity

90% prioritize developer productivity

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Developer Experience

Developer Experience Decline

80% report unhappiness, AI trust 33%

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Developer Burnout Crisis

52% link burnout to colleagues quitting

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Performance Metrics

Engineering Metrics Mastery

21+ indicators for elite teams

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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

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