AI MVP needs a validation loop, not one-click generation
Air Conductor's first demo took two days to build, which is why the more interesting question is no longer whether AI can make a working thing quickly.
Developer Tools
Editors, terminals, local models and the machines people run them on.
3 articles
GLM-5.3 turns coding models into swappable tools
GLM 5.3 is a Zhipu coding model that makes the AI developer stack look less like a subscription choice and more like a replaceable toolchain.
Kimi K3 and DeepSeek V4 Flash split local AI into three setups
Kimi K3 has 2.78 trillion parameters and runs on 8.24GB of memory on a CPU with no GPU. DeepSeek V4 Flash wants a DGX Spark or a Mac with 128GB.