Coding agents evolve into autonomous multi-file engineers with 100x efficiency gains
Max describes how agents now handle sweeping changes across hundreds of files using sub-agents, achieving 100x efficiency gains, and predicts fully autonomous building from brief prompts wi…
Meta's MuseSpark trails frontier models by one to two generations
Max assesses MuseSpark as capable but requiring heavy hand-holding, poor at design, and exhibiting outdated behaviors like fake data generation, placing it behind Claude 5 and GPT-5.2.
Meta's 95% data-for-tokens discount model challenges AI pricing norms
Meta offers a 95% API discount for training data sharing, a more flexible approach than OpenAI and Google's limited free tiers, which Max prefers and sees as attractive amid rising competit…