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Background Agents: 25-Hour Sessions Without Drift

Checkpoints, stamina monitors, planner/worker/judge loops, and explicit handoffs keep long runs honest.

M
Midcore Team·Product
Apr 2, 20268 min read

Long runs need structure

When sessions exceed a single context window, serialization and checkpoints matter as much as model quality.

Judges and budgets

Verdicts like CONTINUE vs REPLAN prevent silent thrashing. Token and denial budgets escalate to humans when policies require it.

Cloud handoff

Move work between local and cloud without losing repo state or tool context — serialized bundles are designed for audit, not vibes.

Learn more

Visit docs/guides/agent-management and docs/architecture/multi-agent for architecture detail.

Build with proof, not promises

Join the developers compiling intent into deployable software with deterministic gates.