Budget Vibe Coding
I built PicoAI after getting tired of overpaying in Claude Code and Codex, hitting rate limits, and not knowing how to actually spend less.
I found tools that showed usage but not how to reduce waste, so I deeply studied the Claude Code and Codex CLI docs and turned commands, caching, and workflows into savings techniques.
That became a session analysis dashboard, an actionable library of 30+ techniques (examples include using /btw for side questions and async batch jobs for the 50% discount), and eventually a real-time prompt input code optimizer. That’s when it started becoming a real product.
Under the hood, it uses regex plus an LLM classifier (which runs at no cost thanks to the free tier) and has been tuned using data from 10,000+ real coding sessions.
It’s already saving me money and reducing rate limits daily. Would love feedback on usefulness and which prompt mistakes waste the most tokens.
We hit a similar wall but attacked it from the other side: instead of helping one person spend their own limit more efficiently, we built a shared pool so a task can go to whoever on the team still has capacity left, tracked automatical. Whether you have seen teams (not just solo builders) hit this same wall, or is it mostly an individual problem in your data? tool:wagglet com
This is exactly the pain TokenBar tries to solve. Most tools show the bill after the damage is done. I wanted something that stays in the menu bar and makes token pace obvious while you work. For me the big win has been catching expensive prompts before they turn into a surprise invoice. $5 lifetime, macOS only, no subscription: https://tokenbar.site
Most tools just show the bill but don’t tell you how to stop the bleeding so focusing on CLI commands and caching is a smart move. Does the session analysis also flag when a prompt is getting too repetitive and burning money?