B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
92%
92% -- ai tool adoption rate for developers (2026)
92% of developers use AI-powered tools according to the GitHub State of Developer Report.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
GitHub
Primary
Tier C
https://www.awcode.com/news/how-ai-is-revolutionizing-software-development ↗
Source Article
How AI is Revolutionizing Software Development | AWcode — AWcode
How AI is Revolutionizing Software Development | AWcode
2026-03-12
How AI is Revolutionizing Software Development in 2026
Software development has a traditional bottleneck. Talented developers spend up to 60 percent of their time on repetitive tasks. They write boilerplate code, build basic tests, a…
Original Research
GitHub
· Original study ↗
Methodology
Cited from GitHub State of Developer Report
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2026 (current) | 77% | |
| 2026 (current) | 92% | +19.5% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
developers: 92% ai tool adoption rate. Source: GitHub (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/developers-using-ai-tools-92
HTML Embed
<blockquote cite="https://lighthousedata.io/data/developers-using-ai-tools-92" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> -- ai tool adoption rate for developers<br><small>Source: GitHub (2026) · <a href="https://lighthousedata.io/data/developers-using-ai-tools-92" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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