Agent infrastructure keeps moving from demos into systems work
Agentic engineering is becoming an infrastructure problem: context, tools, state, permissions, evaluation, and handoff.
The agents story is shifting from impressive demos to the less glamorous systems work that makes them dependable. An SDK matters when it standardises how agents call tools, carry context, work with files, and surface results to people.
For software engineering, the real question is orchestration. A useful agent has to move between repository search, code editing, tests, browser verification, issue context, and review without blurring boundaries or hiding risk.
The feed should track this category closely because agentic information is changing quickly. The meaningful news is often not a new model, but a new pattern for safely giving models more agency inside real systems.