Academy · 12 August 2026
What is RAG, and when do you actually need it?
Retrieval-augmented generation is how most companies ground LLMs in private documents. Here is a plain-language explanation.
6 min read
Academy · 8 August 2026 · 7 min read
Microsoft Copilot is an assistant grounded in your Microsoft 365 graph: mail, files, meetings. It is the right starting point for most knowledge workers.
Programmable agents are different. You define tools, loops, and stop conditions. They can call internal APIs, update tickets, or run multi-step research. They also fail in new ways: infinite loops, over-permissioned tools, and silent errors.
Choose Copilot if your work lives in Word, Excel, Outlook, and Teams. Choose the engineering agent path if you are paid to build systems. Many organizations need both.
Academy · 12 August 2026
Retrieval-augmented generation is how most companies ground LLMs in private documents. Here is a plain-language explanation.
6 min read
Salesforce · 2 August 2026
Agentforce sits on CRM data. That is an advantage — if your org, security, and flows are already in good shape.
5 min read
Careers · 28 July 2026
Skip the 40-item skill lists. Sequence Python, generative AI, RAG, agents, and a deployable portfolio.
8 min read