Engineering

Toolkits for AI agents expose developers to various APIs to equip AI solutions with tools to carry out tasks and ensure accurate results for user satisfaction. However, integrating these tools into AI apps and managing them can be messy. This article introduces you to an industry standard of providing context to LLMs and agents using

In the ever-evolving landscape of artificial intelligence, AI agents have emerged as a groundbreaking approach to building more sophisticated and autonomous systems. These agents represent a significant leap forward in AI development, offering capabilities beyond traditional static models. What makes AI assistants particularly powerful is their ability to orchestrate complex tasks and continuously self-assess their

When developers transition to Go from object-oriented languages like Java, C++, or Python, they often struggle with Go's approach to types and abstractions. Go intentionally avoids traditional inheritance-based object-oriented programming in favor of composition and interfaces. This design choice wasn't accidental—it reflects a deliberate philosophy about how software should be structured. As Rob Pike, one

Python offers various packages and frameworks for building interactive, production-ready AI app interfaces, including chat UIs. This article details the top platforms. AI Chat UIs: Overview AI Chat UIs: Overview Chat UIs for AI applications provide the front-end interface to interact with AI assistants, local, and cloud-based large language models (LLMs), and agentic workflows. Like

We are speedrunning AI development. This week alone, Claude 3.7 and GPT-4.5 were released. Before that, Deepseek R1, Deep Research, and Grok 3 were released. This speed makes it almost impossible for developers to keep up. No sooner have you implemented an OS Deepseek model into your chatbot than the newest OpenAI/Mistral/Llama/Anthropic model comes out,

Almost 30% of internet users watch a livestream each week. If you are ever one of those 30%, you’ll notice the constant stream of video and chat going on from the sometimes thousands of viewers, all wanting to be a part of the experience. And some choose to be a bad part of that experience.

OpenAI just launched GPT-4.5. Here’s a snippet from their release blog post: Early testing shows that interacting with GPT‑4.5 feels more natural. Its broader knowledge base, improved ability to follow user intent, and greater “EQ” make it useful for tasks like improving writing, programming, and solving practical problems. We also expect it to hallucinate less.

Let’s face it: modern apps often need to do a million things at once. If your app isn’t set up for that, it can feel clunky and slow. That’s why concurrency is so important. Go (often called Golang) has concurrency built-in, so you can write faster, more flexible software without the usual hassle of managing