#coding

Gemini 3.6 Flash reduces output token usage and cost per task while improving coding performance; new ultra-fast Flash-Lite and cybersecurity-focused variants also debut.

Zhipu AI's GLM-5.2 delivers sustained long-context performance for multi-hour coding projects, outpacing open-source competitors on software engineering benchmarks.

Cognition CEO Scott Wu argues AI coding agents should augment developers, not displace them, even as his $26B startup's own engineers rely on Devin for nearly all shipped code.

Anthropic's coding breakthrough and an open-source agent framework ignited mass adoption of autonomous AI systems, reshaping developer workflows and raising questions about workforce disruption.

Anthropic demonstrated autonomous coding at scale, with half of attendees shipping Claude-written code unseen.

Gemini 3.5 Flash prioritizes autonomous agents over conversational chatbots, running 4–12x faster than comparable models with same reasoning quality.