Summary

This field report argues that the best agents are not generic chat wrappers. They are role-shaped systems with durable context, clear operating boundaries, narrow user jobs, and a supporting substrate behind them.

Key points

• Strong systems are ecosystems, not isolated agents.
• Shared knowledge hubs make downstream agents more useful.
• Interface surfaces are part of the product, not decoration.
• Continuous research agents are one of the most practical patterns.
• Utility and workflow fit matter more than novelty.

Implications

This reinforces the wiki’s core direction: separate visible advisors from the substrate that keeps them current, and treat ops/observability as first-class.

Open questions

• Which parts of our own stack should remain chat-first versus gain a dedicated control surface?
• Which agent patterns are actually sticky in daily use?

Sources

• /Users/kalenhowellsr/Projects/corp-strategy-work/2. areas/ai-dev-practices/assessments/2026-03-14-the-coolest-agents-ive-built-so-far.md