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LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling.

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What is a liquid neural network, really?

TechCrunch

MIT says, for example, that a team was able to drive a car through a combination of a perception module and liquid neural networks comprised of a mere 19 nodes, down from “noisier” networks that can, say, have 100,000. “A A differential equation describes each node of that system,” the school explained last year.

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6 signs an IT manager is struggling — and how to help

CIO

Low team morale Alan Clark, senior vice president of strategy at staffing agency Randstad USA, says a low-energy team that’s missing deadlines is a sign that an IT manager isn’t clearly communicating to their team or to management. This will allow the middle manager to start to regain momentum and reengage with their team.

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LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling.

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AoAD2 Practice: Test-Driven Development

James Shore

This is a pre-release excerpt of The Art of Agile Development, Second Edition , to be published by O’Reilly in 2021. Visit the Second Edition home page for information about the open development process, additional excerpts, and more. To share your thoughts, join the AoAD2 open review mailing list. Test-Driven Development.

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Outsourcing Software Development Best Practices

Luis Goncalves

Product development is a long and laborious process. And because of this more and more companies are using Outsourcing Software Development services to help them to reduce the time to market. Customers are growing and the systems seem to be slowing down. Product Management and Software Development: The Big Clash.

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Now In Tech: AI, Assessments, And The Great Over-Correction

Hacker Earth Developers Blog

Gone is the massive workforce that came to a workplace boasting three-course meals in the cafeteria and needed yoga rooms and sleeping pods to function. Companies across the board are reviewing their team structures, looking for removable cushioning, cutting down on middle management, and wanting to do more with less.