EEvancheninmosoo-engineering.hashnode.dev·1d ago · 4 min readFrom model calls to agent tasksEvery generation of AI API gives developers a new primitive. Completions returned text. Chat APIs added structured messages. Tool calling let models request actions. Each step moved more intelligence 00
EEvancheninmosoo-engineering.hashnode.dev·1d ago · 4 min readThe journey begins with an Imagine If.Follow the notes upon the journey. At first sight marks one's destiny. Return lies within the hasty keys. A few months ago, I was moving between customer sites, talking through our New Agent Design i00
EEvancheninmosoo-engineering.hashnode.dev·1d ago · 7 min readFrom responses to agents: the API becomes a runtimeBy the GPT-5.6 era, the direction of OpenAI's API platform is difficult to miss. The model endpoint is no longer shaped only around generating the next piece of text. It can keep state, operate tools,00
EEvancheninmosoo-engineering.hashnode.dev·1d ago · 6 min readFrom API to CLI + Skill: a new software development paradigmWhile building mosoo, we originally followed a familiar sequence: build the API first, close the loop on the product's core capabilities, and only then create a CLI to make those capabilities easier f00
EEvancheninmosoo-engineering.hashnode.dev·1d ago · 7 min readAn agent's state is not its processTwo recent discussions about cloud agents exposed a real architectural disagreement. The first discussion offered two choices: run agent loops centrally and send only tool calls to sandboxes, or give 00