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AI vs Human
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AI vs Human
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AI vs Human

Analyze GitHub activity to see what's written by humans, AI assistants, and bots.

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© 2026 AI vs Human. Build by David Dias for the open source community.

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victoriacheng15/observability-hub

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High-fidelity K3s observability platform. Implements modular library-first Go architecture, OpenTelemetry tracing, OpenBao secrets, and GitOps automation.

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238
Total ActivityTotal analyzed activity across the selected repositories. Includes human manual work, AI assistance, and maintenance bots.
Manual Work
92.9%
Human CommitsHigh percentage of manual work. This reflects direct human craftsmanship and manual effort.
Why 0% AI?
0%
Detected AIPercent of added lines attributed to AI assistants (Copilot, Cursor, etc.), based on commit attribution markers. Based on 32.7K total added lines. Showing 0%? Your AI tools might be missing attribution markers.
0.5% code
7.1%
Bot CommitsPercent of added lines from automation bots (Dependabot, Renovate, etc.). Based on 32.7K total added lines.
Developer Rank
🌿
Organic ArchitectDeveloper rank is derived from the Human percentage shown in this summary.
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Contribution heatmap for the last twelve months, grouped by day in UTC. Squares may contain mixed colors to represent human, AI, and automation shares. Focus a square for day details, or use the data table below for a full accessible list of active days.

MarAprMayJunJulAugSepOctNovDecJanFebMarAprMonWedFri
Commits per day — UTC. Mixed days are split by share.
Less
More (Human)
(AI)
(Automation)
(Mixed)
Daily commits for active days in the last twelve months (UTC)
DateHumanAIAutomationTotal
Fri, Dec 26, 2025120012
Mon, Dec 29, 20252002
Wed, Dec 31, 20254004
Thu, Jan 1, 20265005
Fri, Jan 2, 20261001
Sat, Jan 3, 20263003
Sun, Jan 4, 20261001
Thu, Jan 8, 20262002
Fri, Jan 9, 20266006
Sat, Jan 10, 20263003
Sun, Jan 11, 20262002
Mon, Jan 12, 20266006
Tue, Jan 13, 20262002
Wed, Jan 14, 20264004
Thu, Jan 15, 20263003
Fri, Jan 16, 20263003
Sat, Jan 17, 20261001
Sun, Jan 18, 20264015
Mon, Jan 19, 202670411
Wed, Jan 21, 20267018
Thu, Jan 22, 20263003
Fri, Jan 23, 20263003
Sat, Jan 24, 20261001
Sun, Jan 25, 20261012
Mon, Jan 26, 20266006
Tue, Jan 27, 20263003
Wed, Jan 28, 20263003
Thu, Jan 29, 20266006
Sun, Feb 1, 202650510
Tue, Feb 3, 20262002
Wed, Feb 4, 20265005
Thu, Feb 5, 20264004
Fri, Feb 6, 20262002
Sat, Feb 7, 20263003
Sun, Feb 8, 20265016
Mon, Feb 9, 20264004
Tue, Feb 10, 20263003
Wed, Feb 11, 20263003
Thu, Feb 12, 20269009
Fri, Feb 13, 20266006
Sat, Feb 14, 20265005
Sun, Feb 15, 20261012
Mon, Feb 16, 20264015
Tue, Feb 17, 20268019
Wed, Feb 18, 20268008
Thu, Feb 19, 20268019
Fri, Feb 20, 2026130013
Sat, Feb 21, 20268008
Sun, Feb 22, 20266006
Mon, Feb 23, 20262002
Wed, Feb 25, 20262002
Thu, Feb 26, 20261001

Automation Bot Breakdown

Dependabot
Dependabot
17Commits