Multi-Agent Cost Compounding in Parallel Coding Workflows
Parallel coding agents hide costs in handoffs, retries, and context accumulation.
Deshawn Okafor
Section
Resilience
5 stories in Resilience.
Recovering Agent State After Sandbox Eviction or Spot Instance Interruption
Distinguish between spot interruption and sandbox eviction to recover agent state correctly.
Deshawn Okafor
Budget Cap Enforcement and Graceful Shutdown for Over-Spending Agents
Hard stops and graceful degradation prevent runaway agent spending before it starts.
Deshawn Okafor
Handling Credential Expiry During Long-Running Agent Sessions
Long-running agents need credentials scoped to each task, not static tokens valid across sessions.
Priya Subramaniam
How AI Development Platforms Handle Blocked and Paused Agent States
Platforms must persist state and enforce real budget caps to keep production agents safe while idle.
Tomás Wierzbicki