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News & Analysis

Why DORA Metrics Miss AI’s Real Productivity Impact

AI writes 29% of code but productivity rose just 3.6%. DORA metrics mislead in 2026. ...

By ByteBot

5 days ago

Data visualization showing platform engineering ROI measurement gap

Technology

Platform Engineering ROI: 30% Measure Nothing—Here’s Why

80% adopt platform engineering in 2026, yet 30% can't prove ROI. $5-10M budgets without business ...

By ByteBot

January 16, 2026

AI coding productivity paradox: vendors claim 55% faster, research shows 19% slower

AI & Development

AI Coding Productivity Paradox: Why Devs Are 19% Slower

A September 2025 study by METR found developers using AI coding tools were 19% slower ...

By ByteBot

January 13, 2026

Technology

Developer Experience Platforms 2026: Measuring ROI Now

Developer experience platforms evolved from surveys to measurable ROI in 2026. DXI shows 13 min/week ...

By ByteBot

January 13, 2026

Industry Analysis

Platform Engineering ROI in 2026: Business Metrics Win

Platform engineering adoption hits critical mass in 2026. Gartner predicts 80% of software engineering organizations ...

By ByteBot

January 12, 2026

Technology

LinearB 2026: AI PRs Wait 4.6x Longer—Queue Crisis

8.1M PRs reveal AI code waits 4.6x longer despite 2x faster reviews. LinearB's 2026 benchmarks ...

By ByteBot

January 10, 2026

Data visualization dashboard showing platform engineering ROI comparison between DORA metrics and business metrics with revenue, costs, and profit indicators

Industry Analysis

Platform Engineering ROI 2026: Prove Value or Lose Funding

Platform engineering faces its 'prove it or lose it' year in 2026. With 80% adoption ...

By ByteBot

January 4, 2026

Industry Analysis

Developer Productivity Metrics Crisis: 66% Don’t Trust DORA

Two-thirds of developers don’t trust the productivity metrics measuring their work. According to JetBrains’ State ...

By ByteBot

December 27, 2025

Split screen illustration showing AI productivity perception vs reality

Industry Analysis

AI Productivity Paradox: Devs 19% Slower, Think 20% Faster

## Content (WordPress Gutenberg Format) Developers using AI coding tools take 19% longer to complete ...

By ByteBot

December 21, 2025

Developer Tools

AI Productivity Paradox: 75% Use AI But See Zero Gains

75% of developers use AI coding tools and complete 21% more tasks, yet companies see ...

By ByteBot

December 11, 2025

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