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Independent project, not affiliated with Anthropic
yonatangross avatar

Monitoring Observability

yonatangross/orchestkit
244 installs215 stars
Summary

This pulls together the full monitoring stack for production LLM apps: Prometheus metrics with the RED method, Grafana dashboards, and Langfuse v4 tracing with semantic span types and inline scoring. It covers 12 rules across infrastructure monitoring, LLM observability, drift detection, and silent failure detection. The drift detection is smart, using PSI for production scale and dynamic thresholds to cut alert fatigue. What stands out is the opinionated Langfuse-over-LangSmith stance and the focus on catching silent failures like tool skipping and quality degradation. Reach for this when you need to instrument an LLM system properly, not just log requests.

Install to Claude Code

npx -y skills add yonatangross/orchestkit --skill monitoring-observability --agent claude-code

Installs into .claude/skills of the current project.

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Plug Mailtrap into your AI workflow and let it handle the email.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Files
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Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
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belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
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build now →
Categories
DevOps & CI/CDCode Review & QualityAI & Agent Building
First SeenJun 3, 2026
View on GitHub

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