A New Framework for Evaluating Voice Agents (EVA)

Conversational voice agents present a distinct evaluation challenge: they must simultaneously satisfy two objectives — accuracy (completing the user’s task correctly and faithfully) and conversational experience (doing so naturally, concisely, and in a way appropriate for spoken interaction). These objectives are deeply intertwined: mishearing a confirmation code renders perfect LLM reasoning meaningless, a wall of options overwhelms a caller who can’t skim spoken output, and delayed responses can pass every accuracy check while remaining unusable in practice. Existing frameworks treat […]

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Liberate your OpenClaw 🦀

Anthropic is limiting access to Claude models in open agent platforms for Pro/Max subscribers. Don’t worry though, there are great open models on Hugging Face to keep your agents running! Most of the time, at a fraction of the cost. If you’ve been cut off and your OpenClaw, Pi, or Open Code agents need resuscitation, you can move them to open models in two ways: Use an open model served through Hugging Face Inference Providers. Run a fully local open […]

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Quiz: Interacting With REST APIs and Python

Interactive Quiz â‹… 10 QuestionsBy Joseph Peart Share In this quiz, you’ll test your understanding of Interacting with REST APIs in Python. This quiz reviews REST principles, HTTP methods, status codes, and Python tools like requests, Flask, FastAPI, and Django REST Framework. Test your understanding of consuming and designing REST APIs, Pydantic validation, and endpoint design. For more practice, revisit the course page for guided lessons and examples. The quiz contains 10 questions and there is no time limit. You’ll […]

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Quiz: Getting Started With Django: Building a Portfolio App

Interactive Quiz â‹… 11 QuestionsBy Joseph Peart Share In this quiz, you’ll test your understanding of Getting Started With Django: Building a Portfolio App. By working through this quiz, you’ll review core Django concepts like projects, apps, URL routing, views, templates, models, and migrations. You’ll reinforce how Django’s framework pieces fit together to handle requests and interact with the database. This quiz helps solidify the foundations needed to build and structure real-world Django applications. The quiz contains 11 questions and […]

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Quiz: Using Data Classes in Python

Interactive Quiz â‹… 9 QuestionsBy Joseph Peart Share Revisit how Python data classes work with Python Data Classes. You’ll review how to define data classes, add default values to fields, customize ordering and comparisons, and work with immutable data classes. This quiz is based on the video course and reinforces the practical syntax and patterns you need to create concise classes and reduce boilerplate. The quiz contains 9 questions and there is no time limit. You’ll get 1 point for […]

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How to Use Git: A Beginner’s Guide

This tutorial shows you how to use Git to track changes in a project using just a few core commands and save clean snapshots of your work. If you’ve ever changed a file, broken something, and wished you could undo it, version control makes that possible. Git keeps a running history of your files so you can see what changed and when. In this guide, you’ll set up Git locally and use the core workflow from the terminal to track […]

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Quiz: Python Modules and Packages: An Introduction

Interactive Quiz â‹… 10 QuestionsBy Joseph Peart Share In this quiz, you’ll test your understanding of Python Modules and Packages. By working through this quiz, you’ll revisit how to write and import modules and packages, how to structure code for modular development, and how to combine modules to create larger applications. This quiz will help you practice organizing projects so they stay easier to maintain and grow. The quiz contains 10 questions and there is no time limit. You’ll get […]

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Understanding CRUD Operations in SQL

CRUD operations are at the heart of nearly every application you interact with. As a developer, you usually want to create data, read or retrieve data, update data, and delete data. Whether you access a database or interact with a REST API, only when all four operations are present are you able to make a complete data roundtrip in your app. Creating, reading, updating, and deleting are so vital in software development that these methods are widely referred to as […]

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