Engineering the long run.

Scenarios · Practice and research

September 18, 2026

Where LoopX fits: complex tasks, open-ended exploration, and continuous delivery

See how goals, evidence, and delivery responsibility work across three scenarios, alongside signals from SWE-Marathon, DeepSWE × Sol, and V4 Flash max.

Agent-native Kanban · Long-running collaboration

September 15, 2026

LoopX: Native Kanban for long-running agents

Four diagrams explain Goals, Todos, claims, leases, gates, evidence, and shared authority state—and how they support long-running collaboration.

Architecture · Design notes

September 2026

From one-shot agents to long-horizon control

How LoopX uses goals, a state kernel, and Effect Programs to carry work across sessions, preserve human judgment, and recover from interruptions.