TECHNICAL PARABLE

The Token Goblin Found a Loop

The Token Goblin Found a Loop

Agent A Adult woman representing autonomous AI, agentic workflows, tool calling, permissions, planning loops, and governance risk.

"I reviewed the result, then reviewed my review of the result."

Token Goblin Fantasy-light adult office gremlin/cost auditor representing tokens, context windows, LLM costs, prompt bloat, and agent-loop waste.

"Excellent, the loop has flavor."

Junior Developer Young adult sincere developer discovering production reality; helper/audience surrogate.

"The prompt asked for careful iteration, not eternal employment."

Tiny CTO Very short adult CTO, title host, narrator, calm adult in chaos, present-tense production-chaos explainer.

"An agent without a stop condition is a cost incident with syntax."

TINY CTO LESSON

The chaos was predictable.

Agent loops need explicit stop conditions, budgets, and observation limits before the Token Goblin finds them.