Explore the latest posts in the use cases category.
Teams hear "MCP gateway" and reach for their API gateway mental model: routes, rate limits, auth plugins, done. That model gets the shape right and the job wrong. An API
Most developers who pick up Claude Code make the same mistakes in the first week. Not because they're careless — because the tool looks forgiving. It writes code confidently. It
Most businesses do not fail at AI because the models are weak. They fail because they try to "do AI" before they know which part of the business actually needs
Every week someone in a marketing group posts a screenshot of an AI-generated LinkedIn post and asks: can you tell this was written by a bot? The answer, increasingly, is
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
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,
IntroductionMost AI applications still send every request to the same frontier model. It is easy to understand, easy to debug, and often wildly more expensive than necessary. A support FAQ,
OpenRouter routes billions of tokens across hundreds of AI models through a single API — but pricing changes, rate limits, latency spikes, and vendor lock-in push many teams to look
You publish an article under your own name. A reader calls it "obvious AI slop" and points to its polished sentences. You say you wrote it. They reply with a
The open-source generative AI revolution has reached a historic inflection point. In 2026, running local text-to-image models on your own workstation is no longer a compromise—it is the industry standard
A friend of mine runs a small hot sauce business. Last year, she spent three weeks and $1,200 going back and forth with a freelance designer on a single product
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,
