I Made My AI Reviewer Argue With Itself

I Made My AI Reviewer Argue With Itself — and It Found Bugs I Never Would Spec review catches what's written. DGE catches what's NOT written. TL;DR npm install @unlaxer/dge-toolkit && npx d...

By · · 1 min read
I Made My AI Reviewer Argue With Itself

Source: DEV Community

I Made My AI Reviewer Argue With Itself — and It Found Bugs I Never Would Spec review catches what's written. DGE catches what's NOT written. TL;DR npm install @unlaxer/dge-toolkit && npx dge-install Tell Claude Code "run DGE on this" Characters start arguing about your design — and find gaps in your spec It's fun. That's the main selling point. Design reviews are boring. Let's fix that. Pull request reviews. Spec reviews. Architecture reviews. They all follow the same pattern: someone reads the document, points out what's wrong, and everyone moves on. DGE (Dialogue-driven Gap Extraction) takes a different approach. Instead of a single reviewer, it creates a cast of characters who argue about your design. A quality guardian says "this is an insult to the user." A lazy genius replies "do we even need this? Tea, please." A small-scale survivor whispers "can we... make this smaller?" And an ancient philosopher asks "why do you think JWT is the right choice? Who told you that?" In

Related Posts

Trending on ShareHub

  1. Understanding Modern JavaScript Frameworks in 2026
    by Alex Chen · Feb 12, 2026 · 0 likes
  2. The System Design Primer
    by Sarah Kim · Feb 12, 2026 · 0 likes
  3. Just shipped my first open-source project!
    by Alex Chen · Feb 12, 2026 · 0 likes
  4. OpenAI Blog
    by Sarah Kim · Feb 12, 2026 · 0 likes
  5. Building Accessible Web Applications: A Practical Guide
    by Alex Chen · Feb 12, 2026 · 0 likes
  6. Rapper Lil Poppa dead at 25, days after releasing new music
    Rapper Lil Poppa dead at 25, days after releasing new music
    by Anonymous User · Feb 19, 2026 · 0 likes
  7. write-for-us
    by Volt Raven · Mar 7, 2026 · 0 likes
  8. Before the Coffee Gets Cold: Heartfelt Story of Time Travel and Second Chances
    Before the Coffee Gets Cold: Heartfelt Story of Time Travel and Second Chances
    by Anonymous User · Feb 12, 2026 · 0 likes
    #coffee gets cold #the #time travel
  9. Best DoorDash Promo Code Reddit Finds for Top Discounts
    Best DoorDash Promo Code Reddit Finds for Top Discounts
    by Anonymous User · Feb 12, 2026 · 0 likes
    #doordash #promo #reddit
  10. Premium SEO Services That Boost Rankings & Revenue | VirtualSEO.Expert
    by Anonymous User · Feb 12, 2026 · 0 likes
  11. NBC under fire for commentary about Team USA women's hockey team
    NBC under fire for commentary about Team USA women's hockey team
    by Anonymous User · Feb 18, 2026 · 0 likes
  12. Where to Watch The Nanny: Streaming and Online Viewing Options
    Where to Watch The Nanny: Streaming and Online Viewing Options
    by Anonymous User · Feb 12, 2026 · 0 likes
    #streaming #the nanny #where
  13. How Much Is Kindle Unlimited? Subscription Cost and Plan Details
    How Much Is Kindle Unlimited? Subscription Cost and Plan Details
    by Anonymous User · Feb 12, 2026 · 0 likes
    #kindle unlimited #subscription #unlimited
  14. Russian skater facing backlash for comment about Amber Glenn
    Russian skater facing backlash for comment about Amber Glenn
    by Anonymous User · Feb 18, 2026 · 0 likes
  15. Google News
    Google News
    by Anonymous User · Feb 18, 2026 · 0 likes

Latest on ShareHub

Browse Topics

#ai (2372)#news (1589)#webdev (1190)#programming (799)#business (620)#productivity (606)#investing (566)#opensource (519)#sa transcripts (513)#/business (485)

Around the Network