AI hiring has moved through several distinct phases in just a few years — first it was "know how to use ChatGPT," then "know how to prompt well," then "know how to build with LLMs." As we head into 2027, the bar has risen again. Gartner projects that 80% of enterprise engineering workforces will need upskilling specifically for AI collaboration by 2027, and IBM has projected that around 40% of professionals will need to learn new skills by 2027 just to keep...Read More

If you've spent any time around large language models (LLMs) like GPT or Claude, you've probably run into a frustrating limitation: these models only know what they were trained on. Ask them about your company's internal policy document, last week's news, or a product that launched after their training cutoff, and they'll either say they don't know — or worse, confidently make something up. This is exactly the problem Retrieval-Augmented Generation, or RAG, was...Read More