Recent Blogs
10 MIN READ
Picture an evening commute. You open a page on your phone and hear two anchors delivering a coherent news bulletin. Headlines and timestamps move across the bottom of the screen. Tap a headline and t...
Nov 03, 2026168Views
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From reference scores and LLM judges to preserving human edits, checking translation chunks, and recording failures: what real repository issues taught us about translation review.
Oct 22, 2026207Views
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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...
Oct 19, 2026638Views
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7 MIN READ
Learn why web grounding is becoming a foundational layer of AI, what to evaluate in a grounding service, and how Web IQ helps deliver answers customers can use and verify.
Oct 18, 2026556Views
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We walk through five illustrative scenarios where Web IQ pairs current, sourced web information with what your business already knows.
Oct 17, 2026535Views
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Web IQ gives AI agents current, citable evidence from across the web. We explain what it is, how its four layers (Bing's web substrate, Harrier embeddings, DiskANN, and structured evidence) work toge...
Oct 17, 2026986Views
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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...
Oct 16, 2026558Views
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9 MIN READ
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...
Oct 15, 2026318Views
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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...
Oct 01, 2026483Views
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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.”...
Oct 01, 2026511Views
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