5+ day, 2+ hour ago   (976+ words) "Generally speaking, I treat my Macs as one or two tasks at a time and I treat my Linux boxes as effectively unlimited tasks at a time because I've never managed to saturate unless the tasks are running things that…...

6+ day, 6+ hour ago   (694+ words) "Local dev in our opinion is dead." Slack makes a definitive statement: mandatory code review before merging to main is dead at AMP, and has been "ever since we started working on AMP." This is not reckless — it is enabled…...

2+ week, 3+ day ago   (294+ words) Together AI's Simran Arora demonstrates that frontier LLMs solve only 28 of 87 multi-GPU kernel problems in the new Parallel Kernel Bench, revealing their inability to reason about hardware trade-offs and the need for better benchmarks and methods. Arora's core educational contribution…...

4+ week, 2+ day ago   (522+ words) "There is a massive capabilities overhang in computer use. The models are good enough, but we haven't done the engineering work to solve it." That overhang is the gap between what the model can already do and what the surrounding…...