I woke up to a nasty bill because an agent looped overnight. All the usual tools (alerts, soft budgets) only reacted after the damage was done. So I built baar-core: lightweight library that checks budget before every API call.
Raises exception locally
No DNS, no TCP $0 charged on overrun
Semantic routing (84% savings)
Per-user SQLite quotas Just launched on Product Hunt: https://www.producthunt.com/post... Open source: pip install baar-core Would love feedback from anyone running agents or multi-tenant LLM apps in production.
As someone building in the Indian startup ecosystem (Hyderabad), I kept missing key founder signals. One founder raises in Mumbai, another visits my city, someone starts hiring talent or drops a podcast and I only find out days later.
That frustration led me to ship FounderScope in just a few days using Lovable + Supabase.
It aggregates founder activity across the internet social posts, podcasts, launches, events, hiring signals, and even city-visit alerts into one clean, actionable dashboard.
I ve been building a project called GetVidForge because I kept jumping between different tools for scripts, titles, thumbnails, and keyword research.It s not finished yet, but a few parts already work and I d love feedback from other creators. I m especially interested in what feels useful, what feels unnecessary, and what would make you actually use something like this.If you were testing an early YouTube workflow tool, what would you want it to do first?
We kept seeing support teams answer the same questions over and over again every day.
Traditional chatbots didn t solve the problem well:
too robotic
too limited
too frustrating for customers
So we built RecallAssist. An AI-powered support platform trained on your docs, FAQs, and knowledge base to instantly respond to repetitive customer queries.
Hi Product Hunt community! I built Snapdocx a free all-in-one PDF & AI image tool for Android.
Key features: PDF merge, split, compress OCR in multiple languages AI background remover Document scanner Encrypted vault 100% offline no data collected ever Playstore link : https://play.google.com/store/ap... Would love your honest feedback what features would you want added?
The most interesting part of automation isn't the execution it's the recovery.
I built @SignalForge to be a sovereign execution layer. Instead of a "black box" cloud API, it uses a local observation loop. If you pull the internet plug, it keeps working. If the UI changes, it doesn't crash; it "looks" again, builds a new evidence model, and finds a workaround.
It s like giving your browser a pair of eyes and a local brain that actually learns from its mistakes. No data tax, no cloud leaks. Just pure, deterministic execution on your own hardware. "I m looking for the most hostile, 'un-automatable' web interfaces to test our recovery logic any suggestions?"
