Database Monitoring Metrics: What to Track & Why It Matters
Not all database metrics are created equal. Learn which ones to track, why they matter, and how they help you stay ahead of performance issues.
Not all database metrics are created equal. Learn which ones to track, why they matter, and how they help you stay ahead of performance issues.

Google's Gemini 2.5 Probulldozes through benchmarks like LMArena and GPQA Diamond. With its gargantuan1 million token context windowand zero-cost access, it leavesOpenAIeating its dust. Googleâs sprawling ecosystem welcomes Gemini with open arms. They're not just ruling AI text models; they command .. read more Â

ChatGPT Plusaces coding tests. Meanwhile,Microsoft's CopilotandMeta AItrip over their virtual feet. These AIs can patch bugs like pros, but crafting full-fledged apps? Not in their current skill set... read more Â

Llama 4 Scouton Azure AI Foundry doesnât just sit around; it dives into its massive 10 million token context like it's born for deep dives and endless document wrangling. Meanwhile,Llama 4 Mavericktakes multilingual, multimodal chat conversations where few dare to go. Its Mixture of Experts architec.. read more Â

Anthropic develops new method to peer inside large language models like Claude, revealing advanced capabilities and internal processes. The research demonstrates models plan ahead, use similar blueprint for interpreting ideas across languages, and sometimes work backward from desired outcome. The ap.. read more Â
NVIDIA's KAI SchedulerandExostellar's SDGshowcase the nerd ballet of fractional GPU scheduling. KAI slices GPU time like a master chef carving a roast, yet can't keep its focus soloâleading to app skirmishes. In contrast,Exostellar SDGnails resource control, quarantines workloads like a germaphobe, .. read more Â

GKEâs now flexes with a colossal 65,000-node clusterâa boon for AI workloads that feast on mega infrastructure. Building on their 50,000+ TPU cluster saga, GKE tackles AI workload quirks like resource juggling and node chatter. In CPU stress tests, they whipped up 65,000 StatefulSet Pods, flaunting .. read more Â
CopilotinAzurereaches general availability, choppingresponse times by 30%and saving over30,000 developer hours a month. Now free with a rock-solid>99.9% uptime. Tuned up for accessibility, real-time AI chat, andTerraformsupportâall with a keen eye on responsible AI and localization! đ.. read more Â
ChatGPTmoonlights as a virtual Linux machine, performing calculations faster than some actual hardware. Impressive, right? But don't get too excitedâit can't juggle real-time tasks or tap into a GPU. A digital superhero with a glaring Achilles' heel... read more Â

Look sharp!LLM-driven toolsare fabricating package names out of thin air. In commercial models, it's5.2%. For open models, a staggering21.7%. Ideal for those up to no good and into "slopsquatting.".. read more Â
