tutorialJune 22, 2026·freeCodeCamp
What to Do When Reflection Won't Fix Your AI Agent's Output
Many AI Agent tutorials propose the same fix for bad output: reflection. Your agent generates garbage JSON? Just add another LLM call to "review" it. The second call critiques the first, the first tri
Many AI Agent tutorials propose the same fix for bad output: reflection. Your agent generates garbage JSON? Just add another LLM call to "review" it. The second call critiques the first, the first tri
Key Takeaways
- •Many AI Agent tutorials propose the same fix for bad output: reflection
- •This story was reported by freeCodeCamp, covering developments in the tutorial space.
- •AI advancements continue to reshape industries — read the full article on freeCodeCamp for complete coverage.
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