Evaluation-Driven Development (EDD) for LLM Applications and Product Management: A Practical Paradigm for Continuous Improvement

The Paradigm Shift in LLM Application Development and the Necessity of EvaluationDeveloping applications centered on Large ...
xenospectrum

Jev, the AI That Never Writes a Sentence: Cheaper and Faster Than Claude, But Accuracy Swings With How You Ask

TypeSafe AI's judgment-only model Jev lost to Claude Haiku 4.5 on a single phishing-detection question in a third-party ...
InfoQ

Google Agent Development Kit for Kotlin Reaches Feature Parity with Python, Supports On-Device AI

Google has released the Agent Development Kit (ADK) for Kotlin 1.0, a production-ready framework for building AI agents ...

How to Interpret Low-Cost APIs and Public Model Weights

Introduction“A provider has emerged that offers high-performance models via low-cost APIs and also releases the model weights.”This situation is not simply about “cheap AI has arrived” or “open AI has ...