From d2764fcbbf442cd1704c09203c36aafd15110e6f Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Fri, 6 Nov 2026 12:53:08 +0100 Subject: [PATCH] chore: sync content to repo (#10547) Co-authored-by: nilbuild <4921183+nilbuild@users.noreply.github.com> --- .../human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md | 3 +-- .../content/metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md | 4 ++-- .../structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md | 3 ++- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/roadmaps/ai-agents/content/human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md b/roadmaps/ai-agents/content/human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md index d0041f3b3..ddf0c71ca 100644 --- a/roadmaps/ai-agents/content/human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md +++ b/roadmaps/ai-agents/content/human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md @@ -5,6 +5,5 @@ Human-in-the-loop evaluation checks an AI agent by letting real people judge its Visit the following resources to learn more: - [@article@Human in the Loop ยท Cloudflare Agents](https://developers.cloudflare.com/agents/concepts/human-in-the-loop/) -- [@article@What is Human-in-the-Loop: A Guide](https://logifusion.com/what-is-human-in-the-loop-htil/) -- [@article@Human-in-the-Loop ML](https://docs.aws.amazon.com/sagemaker/latest/dg/sms-human-review-workflow.html) +- [@article@LLM as a Judge: What It Is, How It Works, and Best Practices](https://roadmap.sh/ai-engineer/llm-as-a-judge) - [@article@The Importance of Human Feedback in AI (Hugging Face Blog)](https://huggingface.co/blog/rlhf) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md b/roadmaps/ai-agents/content/metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md index b3250bb40..0dfb2103b 100644 --- a/roadmaps/ai-agents/content/metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md +++ b/roadmaps/ai-agents/content/metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md @@ -4,7 +4,7 @@ To judge how well an AI agent works, you need clear numbers. Track accuracy, pre Visit the following resources to learn more: -- [@article@Robustness Testing for AI](https://mitibmwatsonailab.mit.edu/category/robustness/) -- [@article@Complete Guide to Machine Learning Evaluation Metrics](https://medium.com/analytics-vidhya/complete-guide-to-machine-learning-evaluation-metrics-615c2864d916) +- [@article@What Is AI Observability? A Guide for Developers](https://roadmap.sh/ai-engineer/ai-observability) +- [@article@LLM as a Judge: What It Is, How It Works, and Best Practices](https://roadmap.sh/ai-engineer/llm-as-a-judge) - [@article@Measuring Model Performance](https://developers.google.com/machine-learning/crash-course/classification/accuracy) - [@article@A Practical Framework for (Gen)AI Value Measurement](https://medium.com/google-cloud/a-practical-framework-for-gen-ai-value-measurement-5fccf3b66c43) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md b/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md index f7a15bf85..15e47631e 100644 --- a/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md +++ b/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md @@ -5,4 +5,5 @@ Structured logging and tracing record an agent's execution in a consistent, mach Visit the following resources to learn more: - [@article@Understanding Structured Logging: A Comprehensive Guide](https://www.graphapp.ai/blog/understanding-structured-logging-a-comprehensive-guide) -- [@article@Structured Logging & Cloud Logging](https://cloud.google.com/logging/docs/structured-logging) \ No newline at end of file +- [@article@Structured Logging & Cloud Logging](https://cloud.google.com/logging/docs/structured-logging) +- [@article@What Is AI Observability? A Guide for Developers](https://roadmap.sh/ai-engineer/ai-observability) \ No newline at end of file