Media Summary: GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ... AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ... Prompt injection isn't some new exotic hack. It's what happens when you throw your admin console and your users into the same ...
Pop Goes The Stack Taking - Detailed Analysis & Overview
GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ... AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ... Prompt injection isn't some new exotic hack. It's what happens when you throw your admin console and your users into the same ... Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ... Uptime used to mean reliability. But in the LLM era, five nines just means your liar is always available. Real reliability now ... The perimeter isn't where you left it. Agents are on the move, APIs are on fire, and your infrastructure is about as ready for this as a ...
Multi-model AI isn't a buzzword anymore, it's how organizations are actually operating. In this episode of 's Recorded live at in Las Vegas, this episode of Remember when were quiet little endpoints that waited politely for humans to click buttons? Yeah, that's over. Now you've ... Agents are popping up everywhere: tiny bots spinning up for a task, then dying off. They shouldn't carry long-lived credentials any ... Prompt injection has been the headline security problem for the last year, but have we been guarding the wrong layer? The 2025 API Threat Report is out, and shocker—we're still getting wrecked by injection, data leaks, and BOLA. That's Broken ...
Ops used to be a world of YAML, caffeine, and careful deploy rituals. Now it's probabilistic models, token-based cost surprises, ... Coming to you from the Hub, 's Joel Moses and guest co-pilot Oscar Spencer cut through the conference ... "It's just a chat" is the most dangerous sentence in AI. In this episode of OpenClaw is what happens when the industry looks at autonomous agents and decides they should have more autonomy, more ... AI in production isn't just another feature to ship. It's a non-deterministic system that can be socially engineered, fuzzed, and ...
