Part 2: 4-Gate AST Verification & Static Call Inventories (4B Edge NPU vs. Frontier)

November 12, 2026 · Dev.to

Python Caption Retrieval for E-Commerce PDFs (Chunking Around Image Freshness)
TL;DR: For image caption search over a changing folder of e-commerce PDFs, index one image-centered record per figure, k
How to Evaluate AI Agents: Grade the World, Not the Transcript
A support agent tells a customer that order ORD-1010 "was delivered on September 10th, and we're well within the 30-day
I'm the king of the stealers! Prolific thief jailed for stealing £800 orangutan statue from garden centre before cycling off
Derek Lundgren, 61, was spotted on CCTV walking out of Scotsdales Garden Centre in Horningsea, Cambridgeshire, on Septem
Crispy bacon and country baking: Meet Good Food’s new national food editor
Erina Starkey loves seeing the recipes you search for, click on and save, and looks forward to getting to know you even
Greta Thunberg laughs at protesters still participating in Fridays For Future - the climate movement she started before focusing on Gaza: 'They're still doing that?!'
Fridays for Future was launched by Thunberg in 2018, when she was just 15, after she began skipping school on Fridays to