1
Claude Code usage tracking by LangWatch
实时追踪Claude Code会话成本，帮你精准掌控AI使用支出。
See what your Claude Code sessions actually cost Discussion | Link
2
Stop manually logging your AI API calls — one-line auto-logging for OpenAI and Anthropic
仅需一行代码，自动记录OpenAI和Anthropic的API调用，告别手动成本追踪的繁琐。
Every time you call an AI API, you're spending money. But unless you're checking the dashboard after each session, you have no idea which project or m…
3
I built a local-first CLI to track what I'm actually spending on AI APIs
一个本地优先的CLI工具，精准追踪AI API实际花费，帮你理性选择模型优化成本
Every month I got surprised by my OpenAI bill. Not by a lot — but enough that I'd open the usage dashboard, squint at a chart, try to remember which p…
4
AI Agent Run Log Template: Track Cost, Failures, Evidence, and Approval
模板化AI Agent运行日志，精准追踪成本、失败、证据与审批，避免模糊命名与混乱记录。
An AI workflow is not observable because a chat transcript exists. A useful run log shows what outcome was attempted, what evidence supports it, what …
5
I Built AICostPass Because I Was Tired of Guessing My AI API Costs
精准追踪AI API成本，告别盲目猜测，这款新工具让开支清晰可见。
While building with OpenAI, Anthropic, and other AI providers, I realized something surprising. I monitored my servers, databases, and application per…
6
Show HN: Oodle.ai – $10 per million agent traces
专为LLM代理打造的列式存储可观测性方案，无采样全量追踪，每百万仅需10美元，有效应对非确定性调试痛点。
Hi HN, we're Kiran and Vijay! Over the past two years, we have built a columnar storage engine for observability: logs, metrics, and traces. Today, it…
7
Ask HN: What metrics do you track when building agents?
专为 AI 代理打造的 LLM 可观测平台，可实时追踪推理成本与工具调用链，快速揪出隐藏的性能瓶颈。
The main metric I look at is inference cost, which is a pretty good indicator when something's off. However, a couple of days a go I discovered we wer…
8
Halyard – open AI work ledger for developers (time, tokens, cost, invoices)
开源AI工作账本，帮开发者自动记录时间、Token、成本并生成发票，省心省力。
Article URL: https://github.com/Kormiloio/Halyard Comments URL: https://news.ycombinator.com/item?id=48667366 Points: 1 # Comments: 0
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Show HN: Cost-xray – per-token cost attribution, by tool, skill, prompt and more
开源工具 cost-xray，精准追踪 AI 编码代理的每 token 成本，按工具、技能、提示等维度归因，开销一目了然
Article URL: https://github.com/tigerless-labs/cost-xray Comments URL: https://news.ycombinator.com/item?id=48585376 Points: 1 # Comments: 0
10
where the copilot credits went
GitHub Copilot计费规则大改：从请求单元转为按token消耗，影响每个Chat和Agent环节的使用成本
A couple weeks ago I introduced gh-aw-fleet and ended on a confession: I went in solving a drift-tracking problem and walked out with a FinOps one. Th…
11
Nobody Is Measuring What Your AI Agents Are Worth
一个开源项目教你用简洁指标衡量AI代理的真实价值，告别模糊评估。
Article URL: https://github.com/Idank96/agent-panorama Comments URL: https://news.ycombinator.com/item?id=48531114 Points: 1 # Comments: 1
12
Helicone is in maintenance mode. So I built the lightweight alternative I wanted.
Helicone被收购后停止更新？作者自建轻量替代方案，本地仪表盘追踪LLM成本，极简部署。
If you were using Helicone to track your LLM costs, you've probably seen the news: after the Mintlify acquisition in March, it's officially in mainten…
13
Show HN: AgentMeter – Know what your AI coding agents cost
追踪AI编码代理成本的实用开源工具，帮你精准掌握每一笔算力开销。
Article URL: https://github.com/aussiealex/agentmeter Comments URL: https://news.ycombinator.com/item?id=48475587 Points: 2 # Comments: 0
14
Show HN: Manger – Livestock Management App
结合智能动物标签与RFID扫描，这款App帮你轻松追踪牲畜健康与成本，提升养殖管理效率。
Hi HN, My name is Matt and I've been working on a project called Manger, a mobile app used for livestock management. As a child, I grew up in a rural …