AI Super Search and Momae Blog Open Source Updates | Week 22, 2026 Caomei Weekly Report

This article is published and updated on CaoMeiYouRen’s Blog and synchronized across multiple platforms. If there are any updates, the version on the blog shall prevail. You can also view the latest version via the Original Link at the end of the article.

Preface

Welcome to the CaoMei Weekly! This is a weekly report curated by CaoMeiYouRen with the help of AI, aiming to provide you with the latest blog updates, GitHub activities, personal updates, and recommendations for other weekly articles.

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Open Source Updates

Development of Momei Blog continues steadily this week.

You can try it out at the Demo site: https://demo.momei.app/

• You can log in using the demo admin account with email admin@example.com and password momei123456.

Or register at the official website: https://momei.app/

You can also visit the documentation site to learn about the overall project plan and future development roadmap: https://docs.momei.app/

You can now join the waitlist at the bottom of the Benefits page. When the benefits package development is complete, you will be notified via email and other means as soon as possible.

Momei Blog has officially released version 1.18.0. Below are some screenshots of the new pages and features.

Added WeChat Official Account preview and copy functionality, and automatic conversion of external links to end-of-article references.

Fixed the issue of missing tag footnotes when synchronizing articles.

For more features and pages, you can experience them on the official website or view screenshots in previous blog posts.

We welcome all users to try it out and provide feedback and suggestions.

Moving forward, development will continue according to the roadmap and backlog. Stay tuned.

Of course, there are still many details to polish and features to improve in Momei Blog. If you have any feedback or suggestions, please feel free to raise them in the project’s GitHub issues.

If you are also interested in Momei Blog, you are welcome to participate in development and testing.

A Better AI Search

A while ago, I created an MCP based on the TinyFish free search API—CaoMeiYouRen/tinyfish-mcp. Recently, combining it with the TinyFish MCP, I developed a Super Search skill.

Unlike typical AI searches, I deliberately designed this skill to include fact-checking and cross-referencing of search data, along with adversarial review functionality. The actual test results are quite good, improving accuracy from around 60% to about 80%.

For example, using this skill to search for information about free PostgreSQL databases yields the following results:

The report is quite comprehensive. The accuracy of the data is also consistent with my manual verification. Currently, the mainstream free PostgreSQL databases are Neon, Supabase, and Aiven. The timeliness of pricing data is also accurate and matches the official website.

Of course, you might quickly notice that the accuracy of AI search results depends on the accuracy of the data provided by the search tool itself. Therefore, I also designed the tinyfish-mcp to include a built-in blacklist feature, filtering out a batch of low-quality content sites to address the issue at the source.

However, even with all these efforts, super-search only makes search results slightly more accurate. It cannot create something out of nothing. In other words, if there is no solution available on the internet, super-search won’t find it either.

For example, the recent VS Code error EMFILE: too many open files, open '...\tikTokenizerWorker.js' could not be resolved even with super-search’s extensive searching.

Of course, the accuracy of the results is still relatively high, consistent with my own investigation. It appears to be a file handle leak issue caused by Copilot in VS Code on Windows.

Thus, the limits of AI search cannot exceed the original search engine’s capabilities; it merely provides an analysis report on top of that.

Finally, the results generated by AI still require human judgment and should not be blindly trusted. The correct way to use AI is to never fully believe the results it provides.

GitHub Release

momei

v1.18.0 - 2026-05-30 20:50:41

Summary:

• New Features: Added session management functionality; enhanced share button functionality and styling; added automatic conversion of external links to end-of-article references; implemented WeChat Official Account preview and copy functionality.
• Bug Fixes: Added demo mode support; enhanced Feed generation functionality and testing; fixed share loading error messages; added voice resource ID parsing and session start frame construction functionality.
• Code Refactoring: Optimized logic and structure across multiple modules including AI, API, ASR, authentication, components, database, internationalization, and workflows; refactored share access control and commercial link manager; renamed delete confirmation function and refactored related logic; improved composable comments; optimized Windows local development configuration.

cmyr-template-cli

v1.45.3 - 2026-05-26 21:33:45

Summary:

• Bug Fixes: Fixed transitive dependency security vulnerabilities by forcing the use of secure versions via pnpm overrides.

Other Blog or Weekly Recommendations

Ruan YiFeng’s Network Log

• Tech Enthusiast Weekly (Issue 398): Token Fees Are Hard to Afford - 2026-05-29 08:08:39

HelloGitHub Monthly

• 《HelloGitHub》Issue 122 - 2026-05-28 08:07:51

Trend Weekly

• Issue 268 - Xiaohe Park - 2026-05-25 08:00:00

Erya Jiang Fan’s Learning Weekly

• Learning Weekly - Total Issue 265 - Week 22 of 2026 - 2026-05-28 22:22:24

Summary

This week’s updates and activities are as shown above. Thank you for reading! You can subscribe to updates for the CaoMei Weekly via the following methods:

• Blog: CaoMeiYouRen’s Blog
• Momei Blog: Momei Blog
• RSS: CaoMei Weekly
• Official Account: CaoMeiYouRen’s Backyard
• Email Subscription: CaoMeiYouRen’s Blog Subscription

Past Issues

• GitHub Copilot Price Increases 37x and Free Search MCP | 2026 Week 21 Caomei Weekly - 2026-05-18 01:03:14
• AI Programming Throttling and DeepSeek-V4 Experience on Momei Blog | 2026 Week 19 Caomei Weekly - 2026-05-10 21:40:05
• AI Programming Burnout and Momei Blog 1.14.0 Release | 2026 Week 16 Caomei Weekly - 2026-04-19 23:26:24