What 12 failure classes and 30 Billion tokens spent taught us about trusting AI coding agents

June 30, 2026 · Dev.to

Ponytail teaches your AI agent to write less code on purpose
Ponytail's whole pitch is that your AI agent writes too much code, and the fix is a seven-rung checklist that makes it s
Ex-Veterans Affairs official accused of wearing incorrect medals on Anzac Day
“Serious doubts” surround the military history of a former veterans’ official who allegedly wore incorrect medals on Anz
US and European diplomats continue standoff over top Bosnia and Herzegovina post
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Asylum seeker boat intercepted with Chinese nationals on board in Far North Queensland
About a dozen Chinese nationals were aboard the boat, and people were taken into custody.
Tuchel says seeing big names exit World Cup can help calm England
England boss Thomas Tuchel says watching Germany and the Netherlands exit the World Cup highlights the precarious nature