A new app called Current is rethinking the RSS reader, aiming to offer a reading experience that feels more like dipping into ...

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

The Claude API can automate customer support, document processing, and content workflows at scale. Here's how businesses are actually using it in 2026 — with real examples.

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...

One declarative rulebook. Many execution substrates. Identical results. The Airtable model is the single source of truth. The generated effortless-rulebook.json is the canonical hub. Each execution ...

AI image generation has improved dramatically — models like Google Gemini now produce results that are genuinely production-quality. But there's a gap between what the tools can do and what most teams ...