Claude Code leak exposes agent blueprint

The most interesting part here is that the leaked code seems to confirm what serious agent builders already suspect: model quality matters, but orchestration, memory hygiene, and permissioning matter more once you try to run agents at scale.

• –Skeptical memory is the right default; agents should treat stored context as a hint and verify against the live environment before acting.
• –Background consolidation like `autoDream` is a practical answer to long-running memory drift, contradiction buildup, and context bloat.
• –Multi-agent setups only work in production if workers stay isolated, tool access is constrained, and coordination costs are controlled.
• –Risk tiers with human approval on high-risk actions are not a nice-to-have; they are the difference between autonomy and chaos.
• –The KAIROS/daemon-mode direction points to where the market is going: agents that keep working between prompts, with tight limits so they stay useful instead of noisy.