Pop Goes The Stack Why

Uptime used to mean reliability. But in the LLM era, five nines just means your liar is always available. Real reliability now ... An agent deleting a production database (and the backups) isn't a sci-fi failure. It's a boundary failure, and it starts with a human ... Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ... Multi-model AI isn't a buzzword anymore, it's how organizations are actually operating. In this episode of 's If you've been treating “garbage in, garbage out” as a metaphor, this episode turns it into a live-fire scenario. Lori MacVittie and ... Prompt injection has been the headline security problem for the last year, but have we been guarding the wrong layer?

GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ... Identity used to be straightforward: authenticate a user, authorize an action, log the request, and move on. Agentic systems ... AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ... Traditional reliability meant consistency. Given identical inputs, systems produced identical outputs. Costs were stable and ... 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 ...

The 2025 API Threat Report is out, and shocker—we're still getting wrecked by injection, data leaks, and BOLA. That's Broken ...