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Optimizing Coding Agent Rules (CLAUDE.md, agents.md, ./clinerules, .cursor/rules) for Improved Accuracy

Coding agents have become the focal point of modern software development. Tools like Cursor, Claude Code, Codex, Cline, Windsurf, Devin, and many more are revolutionalizing how engineers write and ship…

Agents

Keller Williams: Rise of the Agent Engineer

Austin, Texas-based Keller Williams Realty, LLC is the world’s largest real estate franchise by agent count. It has more than 1,000 market center offices and 161,000 affiliated agents. The franchise…

8 minutes read
Case Studies

Should I Use the Same LLM for My Eval as My Agent? Testing Self-Evaluation Bias

Thanks to Aparna Dhinakaran and Elizabeth Hutton for their contributions to this piece. When building and testing AI agents, one practical question that arises is whether to use the same…

9 minutes read
LLM Evals

New In Arize AX: Session and Trace Evals, Alyx’s Synthetic Data Generation, and more

September was a busy month product-wise for Arize AX, with updates to make AI agent engineering faster and easier. From session and trace evals to Alyx’s new synthetic data generation…

2 minutes read
Uncategorized

Testing Binary vs Score Evals on the Latest Models

Thanks to Hamel Husain and Eugene Yan for reviewing this piece Evals are becoming the predominant approach for how AI engineers systematically evaluate the quality of the LLM generated outputs….

9 minutes read
LLM Evals

Atropos Health’s Arjun Mukerji, PhD, Explains RWESummary: A Framework and Test for Choosing LLMs to Summarize Real-World Evidence (RWE) Studies

Large language models are increasingly used to turn complex study output into plain-English summaries. But how do we know which models are safest and most reliable for healthcare?  In this…

1 minute read
Paper Readings

Rise of the Agent Engineer: Trunk Tools’ Bobby Vinson

Trunk Tools is building the brain behind construction, transforming the $13 trillion construction industry. As a premier AI agent platform for the built environment, Trunk Tools deploys solutions that streamline…

3 minutes read
Agents AI In the Enterprise Interviews
adb - Arize AI

adb Benchmarks

In launching adb (Arize database) we wanted to benchmark adb both internally as a database and at the system level in our application. Our goal is to show both the…

1 minute read
ADB Product Releases
orchestrator worker cover

Orchestrator-Worker Agents: A Practical Comparison of Common Agent Frameworks

— Technical deep dive inspired by Anthropic’s “Building Effective Agents” In this piece, we’ll take a close look at the orchestrator–worker agent workflow. We’ll unpack its challenges and nuances, then…

9
Agents Uncategorized

Building a Multilingual Cypher Query Evaluation Pipeline

How to evaluate LLM performance across languages for complex cypher query generation using open source tools As organizations expand globally, the need for multilingual AI systems becomes critical. But how…

11 minutes read
Phoenix

Verizon’s Stan Miasnikov Walks Through His Latest Paper On Inter-Agent Communication

In a recent Arize community AI research paper reading, we had the honor to host Stan Miasnikov – Distinguished Engineer, AI/ML Architecture, Consumer Experience at Verizon – to highlight the…

27 seconds read
Interviews

New In Arize AX: Experiment Comparisons, Better Data Visualization, and a Dedicated Agent Graph Tab

August was a busy month, with lots of updates from the engineering team to make agent engineering easier. From previewing examples in the UI to a dedicated agent graph tab…

2 minutes read
Release Notes
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