Paritok

Towards AI co-founder Louis-François Bouchard warns that coding agents can speed up software development but only if used with proper context, tests, reviews, and task boundaries, cautioning against s…

A developer discovered that Paritok, a 4B model that compresses AI coding-agent context, can increase token costs by up to 69.2% on turns where the model expands compressed content, despite reporting …