Turn user feedback directly into AI-driven code fixes. Capture, triage, and ship improvements without leaving your terminal.
This open-source tool connects a user feedback widget to your AI coding agent, automating the path from report to deploy.
Zekai Verdict
- What is it?
- Make This Better is a feedback platform for AI-native development.
- Best for
- It's best for AI-native development teams who want to automate the entire workflow from user bug report to AI-assisted…
- Not ideal for
- Primarily designed for AI-native workflows, less useful for traditional dev teams
- Price
- Free plan · paid from $20/mo
- Zekai Score
- 9.2/10
Top AI for Software Development picks
See all 93 AI for Software Development tools →For software development teams using AI, Make This Better is the best tool for closing the loop between user feedback and code generation. It provides a widget to capture in-context bug reports and feature requests, then uses its own AI to triage them into actionable tickets. Developers can then use a simple CLI command to feed this structured feedback directly to their AI coding agent, enabling them to ship fixes and improvements faster.
Your workflow, automated
Before & After
Manually triaging vague user feedback from emails and Slack.
Hours spent reproducing bugsAutomatically receiving structured, context-rich tasks for your AI agent.
Minutes to deploy a fixTrusted by professionals
Works with your existing stack
How it compares
While tools like Marker.io excel at capturing visual feedback for traditional dev teams, Make This Better is built for an AI-native workflow. Choose Marker.io if you need to push detailed bug reports into a PM tool like Jira for manual assignment. Pick Make This Better when your team uses AI coding agents (like Claude Code or Cursor) and you want to automate the entire cycle from user report to AI-assisted fix, directly from the command line. Make This Better's focus is on agent-readiness, not just human-readiness.
Is it worth it?
Why Software Development choose this tool
Key Use Cases
Make This Better offers a brilliant, developer-first solution to a critical problem in AI-assisted coding: the feedback loop. Its CLI-centric workflow is powerful and fast. The main trade-off is its specialization; it's tightly coupled to an AI agent workflow and less suited for traditional teams using manual triage and project management tools.
Frequently asked questions
What is the best AI tool for collecting and acting on user feedback in-app?
How can I use AI to automate bug reporting and fixing?
Which tool connects user feedback directly to AI coding agents?
Are end users counted as seats in the pricing?
What does BYOK (Bring Your Own Key) mean?
Is feedback limited on any plan?
Last reviewed:
Start today
Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.
Top 10 AI tools in this category
Take it with you
- Why traditional feedback loops fail in AI-native development.
- The Make This Better workflow: Capture, Triage, Connect, Ship.
- Understanding the role of the Widget, CLI, and MCP (MakeThisBetter Command Protocol).
- How AI Triage turns vague user complaints into structured tasks.
- Integrating with your first AI agent (e.g., Claude Code).
Get Make This Better deal alerts
Be the first to know when Make This Better drops a new discount, adds features, or changes pricing.
Latest AI news
About Make This Better
Full Description
Make This Better is a feedback platform for AI-native development. It provides a user-facing widget to capture in-context feedback, then uses AI to triage it into actionable tasks that your coding agent can pick up and resolve directly from the command line.
Editorial Verdict
Make This Better offers a brilliant, developer-first solution to a critical problem in AI-assisted coding: the feedback loop. Its CLI-centric workflow is powerful and fast. The main trade-off is its specialization; it's tightly coupled to an AI agent workflow and less suited for traditional teams using manual triage and project management tools.
VernLLM
Hugging Face
SuperAnnotate
CSVBox
Mistral AI


