Media Summary: The 2025 API Threat Report is out, and shocker—we're still getting wrecked by injection, data leaks, and Uptime used to mean reliability. But in the LLM era, five nines just means your liar is always available. Real reliability now ... GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ...
Pop Goes The Stack Bola - Detailed Analysis & Overview
The 2025 API Threat Report is out, and shocker—we're still getting wrecked by injection, data leaks, and Uptime used to mean reliability. But in the LLM era, five nines just means your liar is always available. Real reliability now ... GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ... Multi-model AI isn't a buzzword anymore, it's how organizations are actually operating. In this episode of 's 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 ... Prompt injection isn't some new exotic hack. It's what happens when you throw your admin console and your users into the same ...
"It's just a chat" is the most dangerous sentence in AI. In this episode of Remember when were quiet little endpoints that waited politely for humans to click buttons? Yeah, that's over. Now you've ... OpenClaw is what happens when the industry looks at autonomous agents and decides they should have more autonomy, more ... Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ... Recorded live at in Las Vegas, this episode of Ops used to be a world of YAML, caffeine, and careful deploy rituals. Now it's probabilistic models, token-based cost surprises, ...
Prompt injection has been the headline security problem for the last year, but have we been guarding the wrong layer? Agents are popping up everywhere: tiny bots spinning up for a task, then dying off. They shouldn't carry long-lived credentials any ... Dive into the intricacies of observability and decision-making with 's Lori MacVittie and special guest Chris Hain. Tune in ... Traditional reliability meant consistency. Given identical inputs, systems produced identical outputs. Costs were stable and ... AI in production isn't just another feature to ship. It's a non-deterministic system that can be socially engineered, fuzzed, and ...
