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The Fundamentals: Fast, Deep, and Ready for What Comes Next - Part 3

The previous two posts in this series have looked at some of the use cases Honeycomb customers are implementing to observe LLMs in production and power agentic observability workflows. In this third and final post, we’ll take it back to basics and look at how the fundamental capabilities and infrastructure of Honeycomb provide the comprehensive data and fast performance that makes these use cases work at production scale. AI capabilities built on a weak observability foundation fall apart fast.

AI Working for You: MCP, Canvas, and Agentic Workflows - Part 2

In our previous post in our series on observability for the agent era, we looked at how Honeycomb provides unique visibility into LLMs operating in your production environment. Now, let’s flip it around and explore how Honeycomb provides observability insights uniquely suited to helping your AI agents rapidly diagnose and fix production issues, and build production feedback into the next round of development.

How Will We Hold AI Accountable For Risky Investments?

The word “Trillion” never fails to set the tech world on fire. Foundation Capital’s Jaya Gupta and Ashu Garg are two of the most recent firestarters. Late in December, they co-wrote “AI’s trillion-dollar opportunity: Context graphs,” outlining how AI will transition from organizational knowledge to organizational comprehension.

Employee Monitoring Software for the Modern Workplace in 2026

Most managers don't want to spy on their employees. But when your team is spread across three time zones and half of them work from home, knowing what's actually getting done isn't spying. It's just good management. Employee monitoring software has changed a lot in the past few years. It's no longer just about clocking in and out or taking screenshots every 10 minutes. The best tools today help teams work better, not just track whether they're working at all.

From Data to Dollars: How AI-Driven Hyper-Personalization Is Reshaping Retail Revenue

Every retailer knows that personalization drives revenue. The evidence has been consistent for years: personalized experiences convert better, retain customers longer, and generate higher average order values. What has changed is the scale and sophistication at which personalization is now possible - and the gap it creates between brands that embrace AI-driven approaches and those still relying on manual rules and static segments.

Debugging the black box: why LLM hallucinations require production-state branching

The most frustrating sentence in modern engineering is no longer "it works on my machine." It is: "It worked in the playground." When an LLM-powered feature, such as a RAG-based search, an autonomous agent, or a dynamic prompt engine, fails in production, it doesn’t throw a standard stack trace. It returns "slop," hallucinations, or silent retrieval failures. Standard debugging workflows fail during triage because LLM hallucinations cannot be reproduced using static mocks or clean seed data.

Is Crypto Day Trading More Profitable Than Forex for Beginners? 5 Facts

You've seen the screenshots-overnight Bitcoin wins and same-day flips on EUR/USD. So where's the real money for a first-year trader: crypto or forex? The blunt math says most newcomers lose. According to a 2025 industry survey, 84% of first-year crypto traders finish in the red. Public filings from top EU forex brokers show roughly 72% of new retail accounts lose capital in their first twelve months. The market you pick isn't a shortcut; beating those odds requires skill, discipline, and a plan.

Beyond the Tower: The New Era of High-Performance Virtual Mobility

For over a decade, the narrative of premium interactive entertainment has been defined by a single, immovable object: the high-end PC tower. It was the centerpiece of the "battlestation," a glowing monolith of silicon and cooling fans that anchored a player to a specific desk in a specific room. If you wanted the best textures, the highest frame rates, and the lowest input lag, you simply had to be there.

Six ways to grow your already successful business

When you run a business, to be successful there are a few things you have to do. One of these things is ensuring you are always pushing to progress and develop. By always working towards the future, it helps you stay on top and not fall behind - if you start falling behind, it can be tough to turn things back around, as mentally you may have been affected.