As developer tools move into the age of agentic AI, it is easy to fall into a familiar habit: when a task matters, choose the strongest—and usually most expensive—model available. Real software wor...

SQL developers can now do most of their database work without leaving VS Code. The MSSQL extension ships updates every month, GitHub Copilot understands your schema, and the Microsoft SQL drivers kee...

1. Why Jev Matters: Accelerating the Next Action, Not Just the Next Reply Let us return to the automated ordering scenario we have been exploring. A customer says, “I’ll have a combo, but make th...

1. An agent needs more than a smarter model Imagine you are building a food-ordering assistant. In its first version, it says, “You might enjoy a burger and fries.” That is primarily a content-ge...

Imagine leaving the office and asking an AI assistant: “Find me a grilled chicken burger combo with a medium Coke at a nearby McDonald’s. Pickup, please. Check the price, but don’t place an order.”...

What is Jev? Jev is a new AI model from TypeSafe AI, first released in early access on 15 September 2026. TypeSafe describes Jev as its first “System One” model, designed specifically to make fast,...

The problem You have a workload running in AKS that occasionally needs to send an email — a notification, an alert, a report. The obvious options all come with baggage: An SMTP relay means yet ...