Sources
Selected reports, research, surveys, and official product/documentation links used to ground this wiki.
Research and evidence
- Stack Overflow 2025 AI survey
- Stack Overflow 2024 Developer Survey
- DORA 2025 report
- Google DORA 2025 announcement
- GitHub Copilot productivity experiment
- GitHub Copilot code quality research
- METR 2025 experienced developer RCT
- McKinsey developer productivity with generative AI
- Uplevel Data Labs Copilot study
- BLS AI impacts in employment projections
- BLS software developers outlook
- Gartner GenAI upskilling press release
- GitClear AI code quality report
- GitHub Copilot official
- Cursor official
- Claude Code official
- OpenAI Codex official
- Amazon Q Developer official
- Google Gemini Code Assist official
- JetBrains AI official
- Sourcegraph Cody official
- Windsurf official
- GitLab Duo official
- Snyk DeepCode AI official
- Sonar AI CodeFix official
- CodeRabbit official
- Qodo official
- Diffblue official
- mabl official
- Applitools official
- Launchable predictive test selection
- Datadog Watchdog
- Dynatrace Davis AI
- Braintrust official
Interpretation notes
Balance: the evidence supports real productivity and quality potential, but the effect is uneven. Controlled demos, enterprise surveys, and mature-codebase field experiments answer different questions. Treat this wiki as a synthesis, not a single-number forecast.