# Improve AI output with continuous improvement

DevFeed: [Improve AI output with continuous improvement](<https://devfeed.tech/articles/improve-ai-output-with-continuous-improvement-16648.md>)

Original publisher: [Read original article](<https://firebase.blog/posts/2026/01/continuous-improvement>)

Author: Alexander Nohe; Dan Gruhl

Published: 2026-01-13T00:00:00Z

Content type: tutorial

Language: en

Sources: [Firebase Blog](<https://devfeed.tech/sources/firebase-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Chain-of-thought](<https://devfeed.tech/topics/chain-of-thought.md>)

Tags: [adk](<https://devfeed.tech/tags/adk.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [automated](<https://devfeed.tech/tags/automated.md>), [firebase](<https://devfeed.tech/tags/firebase.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [prompting](<https://devfeed.tech/tags/prompting.md>), [python](<https://devfeed.tech/tags/python.md>), [rewrite](<https://devfeed.tech/tags/rewrite.md>), [verify](<https://devfeed.tech/tags/verify.md>)

## AI overview

A tutorial explains continuous improvement, a prompting strategy in which one AI generates an output and another AI critiques it before the first AI revises the result. It demonstrates the approach with ADK and LoopAgent for designing gym workouts.

## Source excerpt

Learn how to improve your AI outputs to a more reliable output through continuous improvement.