CodeBurn
Why This is an Opportunity
AI coding spend is the new cloud bill problem. Peter Steinberger (213K views) says compute — not token speed — is his main bottleneck. People are spending $500 in single vibe-coding sessions. The average Claude Code user spends $100-200/month but there is massive variance. Tools like ccusage and LiteLLM are emerging but nobody has built the Finout for AI coding yet. @steipete: 'my main velocity limitation lately isn't token speed anymore, it's compute. Running tests in parallel is taxing' — 2.3K likes, 213K views. @jamie247: 'Just spent $500 in compute vibe coding.'
Key Pain Points
- •You spent $500 vibe coding a weekend project and didn't realize it until the bill came
- •Your team of 5 devs is burning $3K/month on Claude Code but you have no idea which projects cost what
- •You are running 4 parallel Claude instances and each one is using Opus when Sonnet would be fine
- •Your AI coding costs doubled last month and you can't explain why to your CFO
Original Discovery
A real-time AI coding spend tracker and cost optimizer. Connect your Anthropic, OpenAI, or cloud accounts and CodeBurn shows you exactly where your AI coding budget is going — by project, by session, by model. It identifies wasteful patterns like unnecessary context window usage, redundant tool calls, and suboptimal model routing. Get alerts before you blow through your budget, see cost-per-feature breakdowns, and get recommendations to cut spend by 30-50% without losing quality.
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