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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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jimezsa/Deep_Assembly_Lines

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🛠️ 3D-Assembly-Vision: Real-time 3D monitoring for industrial assembly. Powered by YOLOv11, DOPE, VGGT and LSTM for synchronized 6D pose estimation and scene reconstruction.

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103
Total ActivityTotal analyzed activity across the selected repositories. Includes human manual work, AI assistance, and maintenance bots.
Manual Work
99.0%
Human CommitsHigh percentage of manual work. This reflects direct human craftsmanship and manual effort.
Low AI attribution?
1.0%
Detected AIPercent of analyzed commits with detected AI attribution markers (Co-Authored-By, commit message tags). Low percentage? Most work was done manually, or attribution markers are missing.
0%
Bot CommitsPercent of analyzed commits from maintenance bots.
Developer Rank
🌿
Organic ArchitectDeveloper rank is derived from the Human percentage shown in this summary.

Detected AI Tools & Agents

CLAUDE.mdClaude Code

Detected via repository configuration files and agent skill directories.

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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.

AprMayJunJulAugSepOctNovDecJanFebMarAprMonWedFri
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
Wed, Dec 10, 20251001
Thu, Dec 18, 20252002
Mon, Dec 22, 20257007
Tue, Dec 23, 2025100010
Thu, Dec 25, 20253003
Fri, Dec 26, 20252002
Sun, Dec 28, 20253003
Thu, Jan 1, 20261001
Mon, Jan 5, 20262002
Sun, Jan 11, 20267007
Mon, Jan 12, 20266006
Tue, Jan 13, 20261001
Thu, Jan 15, 20266006
Fri, Jan 16, 20261001
Sun, Jan 18, 20263003
Mon, Jan 19, 20261001
Wed, Jan 21, 20262002
Thu, Jan 22, 20264004
Fri, Jan 23, 20265005
Sat, Jan 24, 20261001
Mon, Jan 26, 20262002
Fri, Jan 30, 20263003
Sat, Jan 31, 20261001
Mon, Feb 2, 20261001
Wed, Feb 4, 20265005
Thu, Feb 5, 2026220022
Sun, Feb 15, 20260101

AI Tooling Breakdown

Claude
Claude Code
1Commits