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LangWatch introduces a tool to track and monitor the cost of Claude Code sessions, helping users see what their AI coding sessions actually cost.
PromptLayer is a tool for tracing AI requests, workflows, and costs in one unified timeline.
The author shares lessons from instrumenting AI agent tool calls, revealing that tools like web_search can account for ~50% of spend, and highlighting the importance of tracking p95 latency and attributing costs per workflow or customer to avoid surprises.
OpenAI launches admin API and new ChatGPT Work tools, enabling IT admins to manage access rights at scale, monitor spending, and automatically enforce budget limits.