04:00
2026-08-25
machinebrief.com
artificial-intelligence
Context as an Environment: Programmatic Context Management for Long-Horizon Agents
Researchers introduced Scroll, a context manager that treats each LLM agent session as an executable Session Environment with an append-only Event Log and a persistent Python kernel, enabling programm…