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Opsmeter
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Langfuse
Humanloop
LangSmith
PromptLayer
Opsmeter is an AI cost observability platform that shows exactly what caused your AI bill. Track spend by endpoint, user, model, and prompt version, monitor token and latency trends, and keep telemetry flowing with provider-agnostic ingest, rate-limit headers, and retry-safe guidance.
BitBucket OpsmeterBitbucket is recommended for software development teams that need strong integration with Jira and Confluence, teams looking for private repository support, and organizations that prioritize customizable workflows and detailed permission settings.
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Opsmeter's answer:
Opsmeter combines endpoint, user, model, and prompt-version cost attribution in one view, so teams can quickly see what changed and why AI spend increased. It is provider-agnostic and built to keep telemetry reliable without breaking production flows.
Opsmeter's answer:
Choose Opsmeter for faster root-cause analysis, simple provider-agnostic ingest, and practical budget/rate-limit handling. It helps teams act on cost spikes quickly instead of only showing high-level usage charts.
Opsmeter's answer:
Opsmeter is built for teams running AI in production: CTOs/engineering leads, platform and ops teams, and founders who need clear cost visibility and governance.
Opsmeter's answer:
Opsmeter started from a common problem: teams could see the AI bill, but not what exactly caused it. We built Opsmeter to answer that question clearly and quickly with request-level attribution.
Opsmeter's answer:
Opsmeter is built with Angular (TypeScript) on the frontend, ASP.NET Core (.NET/C#) on the backend, PostgreSQL for data, and Docker/Nginx for deployment and operations.
Opsmeter's answer:
We currently work with startup and growth-stage AI teams. Customer names are not publicly disclosed yet.
Based on our record, BitBucket seems to be a lot more popular than Opsmeter. While we know about 81 links to BitBucket, we've tracked only 1 mention of Opsmeter. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
One last source of confusion worth clearing up. Git is the version control system itself, the underlying technology that does the change-tracking. GitHub is one popular place to host projects that use Git, and it is not the only one. GitLab and Bitbucket do much the same job. A beginner does not need to evaluate all three. Picking the one a tutorial or a friend already uses is a fine way to start because... - Source: dev.to / about 1 month ago
While browsing the web, I came across a feature of GitKraken called Launchpad. This feature enables us to get a big-picture view of all issues and PRs where we are the creator or a follower. If you donโt know GitKraken, it is a Git client with an awesome UI for managing your repositories. You can use it as a desktop app, website, editor extension (GitLens), or the CLI. They have also released an MCP server in the... - Source: dev.to / 7 months ago
While Cursor supports bugbot for GitHub PR reviews, thereโs nothing similar out-of-the-box for bitbucket users. Setting up Bitbucket MCP with Cursor changed that for meโand made my dev life a lot smoother. - Source: dev.to / 12 months ago
I am using GitHub for both personal and work projects. In the past, I used BitBucket, and at some point I considered using GitLab, too. However, the popularity of GitHub and its ecosystem made it hard to ignore. I even use GitHub to follow trends in my profession. - Source: dev.to / about 1 year ago
Facilitated Collaboration and Funding: With easier identification comes better connectivity. Contributors, partners, and funders can more readily find projects that resonate with their interests and values. Moreover, platforms such as GitHub, GitLab, and Bitbucket are increasingly interested in integrating standardized licensing solutions like License-Token, paving the way for broader adoption and collaborative... - Source: dev.to / over 1 year ago
- Would you want this as observability, governance, or both? Website: https://opsmeter.io. - Source: Hacker News / 4 months ago
GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
Helicone AI - Open-source LLM Observability for Developers
GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab
Langfuse - Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.
SourceForge - The Complete Open-Source and Business Software Platform.
Humanloop - Train state-of-the-art language AI in the browser