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AI Pub community discussions
Public threads about AI tools, launches, and real-world workflows. Each discussion has its own indexable page for search and sharing.
What's the one AI tool you can't work without?
If you could keep only ONE AI tool and had to cancel every other subscription tomorrow, which one would you choose and why?
CRISP launch on Assistant — testers & feedback
What do you think about CRISP? Share your experience.
SalesOS launch on Assistant — testers & feedback
What do you think about SalesOS? Share your experience.
"AI-powered" means nothing if it can’t integrate with our legacy CRM without creating another data silo
Every AI marketing tool demo looks amazing until implementation starts. Then suddenly: Salesforce sync breaks HubSpot fields mismatch Marketo workflows duplicate contacts customer…
All about @aipub
What do you expect from aipub? Add your required changes or update suggestions to this thread..
20sec Apps launch on Assistant — testers & feedback
What do you think about 20sec Apps? Share your experience.
AI Mobile Launcher launch on Assistant — testers & feedback
What do you think about AI Mobile Launcher? Share your experience.
ReceiptNest launch on Assistant — testers & feedback
What do you think about ReceiptNest? Share your experience.
My multi-agent coding framework just burned through $140 in API credits in two hours because it got stuck in an infinite linting loop
I left my multi-agent coding setup running overnight thinking it would clean up a backend service. Woke up to: 18,000+ API calls endless “refactor suggestions” repeated lint-fix c…
Cursor vs. Windsurf vs. Copilot Workspace
Which actually handles complex multi-file refactoring without breaking dependencies?
I am sick of "New AI Tools" that are literally just an open-source Next.js template and a basic OpenAI API wrapper
Every day I see “revolutionary AI startup” launches and then 5 minutes later realize it’s: Vercel template Stripe integration OpenAI API call Fake waitlist Generated landing page…
Stop using "You are an expert..." Why Prompt Chaining and Negative Prompting are the only things that save production budgets
People still throwing giant “You are a world-class expert engineer...” prompts into production are wasting tokens. The biggest improvements for us came from: Prompt chaining Expli…
Luma Dream Machine vs. Sora API: Cost-per-second breakdown for production indie devs
I made a quick comparison after testing both for a small animated project. Not scientific, but here's roughly what I got: Luma Dream Machine: $0.18 - $0.40 per 10s clip, 1-3 min r…
How do we feed our brand data, customer insights, and unique voice into AI so the output feels authentic instead of generic?
Every AI-generated brand post sounds the same now. Same structure. Same fake enthusiasm. Same “unlock your potential with AI-powered innovation” nonsense. How are people actually…