your agent needs context, not just capability (part 1)

introduction in last 1 year we've seen rapid development in ai capabilities and tooling. claude opus 4.6, codex, clawdbot, and china models. with this, we expect the tasks at hand to become easier for ai to solve given sufficient context and tools. when we talk about tools, they're relatively straightforward. 50-200 lines of code with if-else logic, api calls, and structured outputs. on the other…