CCA Prep Q26 / 60 Tool Design & MCP Integration
2:00:00
Multi-Agent Research System

Your multi-agent research system deploys subagents that autonomously write intermediate findings to disk. After a production incident, you discover that one subagent attempted to overwrite a configuration file in /etc/research-config/ — corrupting the environment for all downstream agents. Post-mortem shows the agent retried the operation three times before failing, because it received no feedback explaining why the writes were rejected. You need a hook-based solution that both prevents the write and stops the retry loop. Which implementation most effectively addresses both failure modes?