AI & LLMs

AI failures can be subtle and unpredictable. Honeycomb helps quickly pinpoint where failures occur, what was impacted, and whether there are patterns behind them.

 

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AI’s Unrealized Potential: Honeycomb and DORA on Smarter, More Reliable

Watch this webinar with DORA and Honeycomb to explore the challenges of AI usage in software engineering and how teams can avoid common pitfalls.

AI & LLMsEngineering Best PracticesObservabilityAIDORALLMsObservabilitywebinar

How I Code With LLMs These Days

I wrote this post for those who are skeptical or who came away unimpressed. I can’t promise that if you

AI & LLMs

AI: Where in the Loop Should Humans Go?

AI is everywhere, and its impressive claims are leading to rapid adoption. At this stage, I’d qualify it as charismatic

AI & LLMs

Observability in the Age of AI

Honeycomb engineers were amongst the earliest adopters of this technology. Not in the widely parodied top-down, VP-mandated, “go be AI

AI & LLMs

8 Best Practices to Understand and Build Generative AI Applications Effectively

Generative artificial intelligence (GenAI) is making waves across various industries, promising to revolutionize how we handle data and automate complex

AI & LLMsEngineering Best PracticesAI

Three Properties of Data to Make LLMs Awesome

Back in May 2023, I helped launch my first bona fide feature that uses LLMs in production. It was difficult

AI & LLMs

Observability for Large Language Models

Observability for Large Language Models shows you how to build a production feedback loop into your LLM development cycle to

AI & LLMsObservabilityOpenTelemetryLLMsOpenTelemetry

Using Honeycomb for LLM Application Development

Ever since we launched Query Assistant last June, we’ve learned a lot about working with—and improving—Large Language Models (LLMs) in

AI & LLMs

LLMs Demand Observability-Driven Development

LLMs are black boxes that produce nondeterministic outputs and cannot be debugged or tested using traditional software engineering techniques. Hooking

AI & LLMs

All the Hard Stuff Nobody Talks About when Building Products

There’s a lot of hype around AI, and in particular, Large Language Models (LLMs). To be blunt, a lot of

AI & LLMs