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Auto-instrumentation gives baseline metrics, but you need pinpointed metrics for custom logic. Metrics often get forgotten because they require separate code paths from logs.
LogLayer v7 adds StatsD support via hot-shots, letting you send metrics and logs in one call. When you log an error, increment your counter. When you log a request, track its duration. Metrics and logs stay in sync.
LogLayer v7Seamlessly add metrics to your logging code
Theo Gravityleft a comment
I'm the author of LogLayer, a TypeScript abstraction layer for logging libraries with the ability to send logs to cloud providers like DataDog. It's made for outputting structured logs, and I've designed the logging APIs to reflect that: log.withMetadata({ userId: 123 }) .withError(new Error()) .error("Something's wrong!") Depending on the logging library you're using with LogLayer, it might...
LogLayer v7Seamlessly add metrics to your logging code
Airtop is revolutionizing web automation with AI-powered cloud browsers that seamlessly handle authentication. Whether you're building AI agents, automation tools, or web scrapers, Airtop lets you control browsers in the cloud without getting stuck on logins.
Airtop AuthAutomate web tasks on authenticated sites
LogLayer is a unified logger that routes logs to logging libraries, cloud providers, and OpenTelemetry while providing a fluent API for specifying log messages, metadata and errors, enhancing and standardizing the developer experience around writing logs.

LogLayerUnified logging for JavaScript libraries and cloud services
Theo Gravityleft a comment
As a longtime TypeScript/Node.js developer, I've often faced challenges with logging—choosing, using, and maintaining the right logger for various projects. While most loggers offer the usual methods like "info", "warn", and "error", they vary significantly in how they handle structured metadata or Error objects. This can lead to ad-hoc solutions, like serializing errors or writing custom...

LogLayerUnified logging for JavaScript libraries and cloud services
Theo Gravityleft a comment
Congrats to the launch! I can see this as a useful tool for sharing design feedback - having the threaded video convos will help keep context and give a human element to critiques as it's hard to convey tone and voice in text and I've seen situations where someone may take what someone is writing the incorrect way.

TapeReplace video calls with threaded video messaging
Get more done together in interactive rooms for remote meetings and projects. Work side-by-side in the tools you already use: web-based apps, images, files, and PDFs. No need to share your screen or toggle between tabs. Just teamwork, like it used to be.
SwitchboardWork side-by-side, even when you’re not in the same room

