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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
| Date | Stars |
|---|---|
| 2026-07-31 | 359 |
| 2026-08-06 | 360 |
Today
+1 stars today
This week
— stars this week
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Momentum
0.0
growth rate 0.00%/day
# Claude Code ROI Measurement Guide A comprehensive guide to measuring the return on investment for Claude Code implementation in your development organization. ## Overview This repository contains a complete walkthrough for setting up telemetry, measuring costs, tracking productivity, and calculating ROI for Claude Code usage. Whether you're an individual developer or managing a large engineering team, this guide provides the tools and metrics needed to make data-driven decisions about AI coding assistance. ## What's Included - **Telemetry Setup**: Complete Prometheus and OpenTelemetry configuration - **Cost Analysis**: Real usage patterns and pricing breakdowns across different plans - **Productivity Metrics**: Key indicators for measuring developer efficiency - **ROI Calculations**: Framework for calculating return on investment - **Automated Reporting**: Integration with Linear for comprehensive productivity reports ## Key Metrics Tracked - **Cost Metrics**: Total spend, cost per session, cost by model - **Token Usage**: Input/output tokens, cache efficiency - **Productivity**: PR count, commit frequency, session duration - **Team Analytics**: Usage by developer, adoption rates ## Contents - [`claude_code_roi_full.md`](claude_code_roi_full.md) - Complete implementation guide - [`docker-compose.yml`](docker-compose.yml), [`prometheus.yml`](prometheus.yml), [`otel-collector-config.yaml`](otel-collector-config.yaml) - Docker Compose and metrics collection setup - [`sample-report-output.md`](sample-report-output.md) - Example automated reports - [`report-generation-prompt.md`](report-generation-prompt.md) - Prompt template for generating productivity reports ## Getting Started Read the complete guide in [`claude_code_roi_full.md`](claude_code_roi_full.md) for detailed setup instructions, real-world examples, and actionable insights for your organization. ## Contributing This guide is based on real-world implementation experience. If you have additional insights or improvements, please feel free to create an issue / PR. This guide was written by [Kashyap Coimbatore Murali](https://www.linkedin.com/in/kashyap-murali/)
Excerpt of 2,168 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:09f3205f208dd015, llm:Repository name 'claude-code-monitoring-guide' suggests guide for monitoring Claude (Anthropic) code — likely best practices or guidelines for monitoring AI system (Claude) behavior. No README or topics available; inferred from name.
matched fp:09f3205f208dd015, llm:Repository name 'claude-code-monitoring-guide' suggests guide for monitoring Claude (Anthropic) code — likely best practices or guidelines for monitoring AI system (Claude) behavior. No README or topics available; inferred from name.
matched fp:09f3205f208dd015, llm:Repository name 'claude-code-monitoring-guide' suggests guide for monitoring Claude (Anthropic) code — likely best practices or guidelines for monitoring AI system (Claude) behavior. No README or topics available; inferred from name.
