Structured Output From LLMs: A Retry-Repair Loop Your Parser Never Sees Through

September 5, 2026 · Dev.to

Why my security scanner refuses to tell you your code is clean
There is a failure mode in security tooling that almost nobody instruments for, and once you see it you cannot unsee it.
A red I expected hid an instrument that was reading an empty directory
One row in my project's coverage table read 0/13. Later it read 0/19. It read a zero at every commit for a full day, and
From API to AI Agent: Turning a Laravel Backend Into a Tool-Using System
Your team decides to add an AI agent to your Laravel application. The initial plan seems straightforward: give the LLM a
Western Railway Collects ₹100 Crore In Fines From Ticketless Travellers In Five Months, AC Local Violations Rise 172%
Mumbai: Western Railway has collected ₹100.42 crore in fines from ticketless and irregular passengers between April and
Squatter nightmare turns DC apartment building into 'drug haven' as legal battle drags on: 'There's no help'
A D.C. property owner says squatters turned her basement apartment into a drug haven, and police treated it as a landlor