Explore the latest posts in the use cases category.
Here's a number that stopped me mid-scroll: in the first quarter of 2026, a new open-source agent framework called Hermes hit 90,000 GitHub stars in 45 days. Claude Code, meanwhile,
Claude Code can feel brilliant for the first hour of a feature. It finds the right files, follows your conventions, and remembers why you picked one implementation path over another.
In March 2026, a team at Meta published a paper showing AI agents that improved their own code from 20% to 50% on the SWE-bench benchmark — not by getting
Claude Code feels much better when it remembers the project. It stops asking which test command to run, stops rewriting code against the wrong style, and starts acting more like
You have been typing into ChatGPT for two years. You know the basics. You have had it write emails, summarize documents, debug code. You have noticed that sometimes when you
You upload a PDF. You ask a question. NotebookLM answers. Sounds simple. But if you have ever asked NotebookLM something and gotten a confident, completely wrong answer, you already know
Open any AI personal finance app's marketing page and you'll see the same pitch: your money, understood. Proactive insights. A coach that never sleeps. Ask it anything about your spending
One of the most common mistakes in agent architecture is treating memory like a single feature. A team adds a session backend, sees the agent remember the last few turns,
Your agent looked solid in the demo. It remembered the user's preferences, carried context across tool calls, and even recovered from a follow-up question without breaking stride. Then the process
IntroductionMost teams try to add memory to an AI agent the same way they add caching: flip on a feature, point it at a store, and hope the agent magically
You want to generate images in your app. The obvious answer six months ago was "call the OpenAI API and move on." But between $0.05 per image at scale, the
You've been using LLMs long enough to know the basics. You can ask a chatbot to explain something and get a useful answer. You probably know to add examples to
