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The early returns on gen AI for software development

CIO

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

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Modernizing applications: the importance of reducing technical debt

CIO

Technical debt can be defined as the accumulation of legacy systems and applications that are difficult to maintain and support, as well as poorly written or hastily implemented code that increases risk over time. Customers may describe applications as clunky, buggy, and outdated. What is technical debt?

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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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Code analysis tool AppMap wants to become Google Maps for developers

TechCrunch

The 10/10-rated Log4Shell flaw in Log4j, an open source logging software that’s found practically everywhere, from online games to enterprise software and cloud data centers, claimed numerous victims from Adobe and Cloudflare to Twitter and Minecraft due to its ubiquitous presence.

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The Importance of Security and Compliance in Enterprise Applications

OTS Solutions

Enterprise applications have become an integral part of modern businesses, helping them simplify operations, manage data, and streamline communication. However, as more organizations rely on these applications, the need for enterprise application security and compliance measures is becoming increasingly important.

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Using Honeycomb for LLM Application Development

Honeycomb

Today, we’re sharing those techniques so that you can use them to achieve better outputs from your own LLM applications. LLMs are nondeterministic black boxes that people use in ways you can’t possibly predict while still in development. The techniques in this blog are a new Honeycomb use case. You can use them today. With Honeycomb.

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Building your own web application platform is locking you in

CIO

Organizations have been transitioning away from legacy, monolithic platforms as these decades-old IT systems bog down management, flexibility, and agility with their tightly entangled components. Independently developing, testing, deploying, and scaling your infrastructure requires expertise, agility, and a shift in team responsibilities.