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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. If you have only instrumented your software with metrics, for example, you have no way of verifying that a spike in api_requests and an identical spike in 503 errors are for the same events (i.e.,

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J&J enlists AI to streamline joint replacement surgery

CIO

“While appropriate component sizing in TKA and THA is essential to optimizing clinical outcomes, there are instances where the provided patient X-ray during the pre-surgery process has poor image quality, which prevents predicting the right implant part sizing. Models are retrained approximately once per business quarter.

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Ultrahuman busts out a smart ring to decode metabolic health

TechCrunch

The clean, chunky look of the ring band (which comes in a shiny metal titanium or black finish) is also more likely to fit in with fashion-conscious consumers than rocking a ‘Cyborg’ arm patch. . The team also judged that a ring stands a better chance of being worn more consistently and continuously than other types of wearables.

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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. If you have only instrumented your software with metrics, for example, you have no way of verifying that a spike in api_requests and an identical spike in 503 errors are for the same events (i.e.,

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Bringing an AI Product to Market

O'Reilly Media - Ideas

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about.

Marketing 145
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Improved Alerting with Atlas Streaming Eval

Netflix Tech

In other words, false positives are bad but false negatives are the absolute worst! A few years ago, we were paged by our SRE team due to our Metrics Alerting System falling behind — critical application health alerts reached engineers 45 minutes late!

Metrics 115
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5 metrics to measure the success of a developer assessment platform

Hacker Earth Developers Blog

It’s no secret that developer assessment platforms enable organizations to successfully hire top tech talent. Here are 5 metrics that prove how developer assessment platforms such as HackerEarth helps organizations streamline their screening process. A bad hire costs an organization thousands of dollars. Time to hire.

Metrics 26