I Built a Framework That Makes AI Ask Questions Before Writing Any Code

I Built a Framework That Makes AI Ask Questions Before Writing Any Code The Moment I Got Frustrated I asked AI to build me an authentication system. 90 seconds later — 40 files generated. 3 months ...

By · · 1 min read
I Built a Framework That Makes AI Ask Questions Before Writing Any Code

Source: DEV Community

I Built a Framework That Makes AI Ask Questions Before Writing Any Code The Moment I Got Frustrated I asked AI to build me an authentication system. 90 seconds later — 40 files generated. 3 months later — I had no idea how any of it worked. I couldn't debug it. I couldn't extend it. I was completely dependent on AI forever. Sound familiar? The Real Problem AI coding tools are optimized for one thing: speed. You say "add authentication" AI immediately starts writing code. But that's NOT how senior developers work. A senior developer never opens their editor the moment they hear a feature request. They: Ask questions — What exactly do you need? Consider options — What are the trade-offs? Surface edge cases — What could go wrong? Plan architecture — How does it fit the system? THEN write code — Only after all of the above AI skips steps 1 through 4. My Solution: Spec-Kit-CoLearn I built Spec-Kit-CoLearn — a free open-source framework that transforms any AI coding tool into your senior arc

Related Posts

Similar Topics

#research (4933)#artificial intelligence (4137)#machine learning & data science (2645)#data science (1805)#machine learning (2019)#china (1102)#industry (1099)#deep learning (782)#united states (600)#programming (694)#conference (637)#computer vision & graphics (595)#llm (674)#artificial intelligence_ (641)#nature language tech (393)#large language models (368)#global news (439)#ai weekly (270)#webdev (382)#featured (466)

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

#artificial intelligence (36882)#data science (24144)#generative ai (19046)#ai (17790)#crypto (15047)#machine learning (14733)#bitcoin (14327)#featured (13584)#news & insights (13064)#crypto news (11118)

Around the Network