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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. Latency is often unpredictable.

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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. Latency is often unpredictable.

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Software Outsourcing: Why CEOs Love It

Gorilla Logic

It turns out that access to talented developers may be one of the most challenging pieces of the puzzle. . KPMG reports that 67 percent of tech leaders struggle to find the right tech talent, and 22 percent of organizations surveyed by Coding Sans ranked increasing development capacity as their top challenge. Let’s talk. The downside?

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Technology Trends for 2023

O'Reilly Media - Ideas

Now developers are using AI to write software. Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. Practices like the use of code repositories and continuous testing are still spreading to both new developers and older IT departments.

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