Show HN: AtlasBurn – Know what your AI costs and stop runaway agents (atlasburn.com)

AtlasBurn has been introduced as a real-time cost intelligence tool for AI applications, designed to help teams manage and control expenditures associated with AI API usage. As AI systems integrate multiple model calls, costs can escalate unpredictably, often catching teams off guard when invoices arrive. AtlasBurn addresses this challenge by providing visibility into token usage, cost distribution, and spending across different AI providers, along with forecasting capabilities to predict future expenses based on usage patterns. This tool is particularly significant in the growing landscape of AI/ML, where rapid scaling of applications can lead to unforeseen costs, especially due to issues like retry storms and overutilization of high-cost models for trivial tasks. With features such as guardrails for setting spending limits and detailed monitoring of complex workflows, AtlasBurn helps organizations establish proactive cost control measures, ensuring that they can expand their AI initiatives without jeopardizing their financial runway. By offering these capabilities during its beta phase for free, AtlasBurn invites early adopters to engage and refine the tool while tackling a critical pain point in the AI development process.