Media Summary: Dive into the intricacies of observability and decision-making with 's Lori MacVittie and special guest Chris Hain. Tune in ... Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ... AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ...

Pop Goes The Stack Chasing - Detailed Analysis & Overview

Dive into the intricacies of observability and decision-making with 's Lori MacVittie and special guest Chris Hain. Tune in ... Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ... AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ... OpenClaw is what happens when the industry looks at autonomous agents and decides they should have more autonomy, more ... GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of 's ... Prompt injection has been the headline security problem for the last year, but have we been guarding the wrong layer?

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 ... Why do researchers keep describing large language models like aliens? Because in enterprise environments, they often behave ... Coming to you from the Hub, 's Joel Moses and guest co-pilot Oscar Spencer cut through the conference ... 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 ... Traditional performance meant deterministic response times. Identical inputs produced near-identical execution times.

AI in production isn't just another feature to ship. It's a non-deterministic system that can be socially engineered, fuzzed, and ...

Photo Gallery

Pop Goes the Stack | Chasing Logic Chains: Inference tracing | Observability
Pop Goes the Stack | Measuring what matters: Observability for agents | Agentic AI
Pop Goes the Stack | DevOps meets agents: Risk, audit, and the Deming playbook | AI
Pop Goes the Stack | OpenClaw: Multi-agent autonomy, secrets, and blast radius | AI
Pop Goes the Stack | KV cache is the real inference bottleneck (Not GPUs) | Agentic AI
Pop Goes the Stack: Why Prompt Filters Fail Against LLM Attacks | GenAI
Pop Goes the Stack | Model routing isn’t load balancing (And that’s why you’re not ready) | AI
Pop Goes the Stack | Data poisoning: You can’t patch what an LLM “learns” | AI
Pop Goes the Stack | Alien autopsy of LLMs: Constitutions, deception, guardrails | AI
Pop Goes the Stack | Agent Identity Crisis: Access, audit, and “soul.md” | Agentic AI
Pop Goes the Stack | Agents deleted my work: Why agents still aren’t ready for production (yet) | AI
Pop Goes the Stack | The Impact of Inference: Performance | AI
View Detailed Profile
Pop Goes the Stack | Chasing Logic Chains: Inference tracing | Observability

Pop Goes the Stack | Chasing Logic Chains: Inference tracing | Observability

Dive into the intricacies of #AI observability and decision-making with #F5's Lori MacVittie and special guest Chris Hain. Tune in ...

Pop Goes the Stack | Measuring what matters: Observability for agents | Agentic AI

Pop Goes the Stack | Measuring what matters: Observability for agents | Agentic AI

Agents break the old rules of observability. Latency, throughput, and error rates still matter, but once software starts making ...

Pop Goes the Stack | DevOps meets agents: Risk, audit, and the Deming playbook | AI

Pop Goes the Stack | DevOps meets agents: Risk, audit, and the Deming playbook | AI

AI is no longer a lab tool—it's showing up in pipelines, production systems, and the places where “seemed like a good idea” ...

Pop Goes the Stack | OpenClaw: Multi-agent autonomy, secrets, and blast radius | AI

Pop Goes the Stack | OpenClaw: Multi-agent autonomy, secrets, and blast radius | AI

OpenClaw is what happens when the industry looks at autonomous agents and decides they should have more autonomy, more ...

Pop Goes the Stack | KV cache is the real inference bottleneck (Not GPUs) | Agentic AI

Pop Goes the Stack | KV cache is the real inference bottleneck (Not GPUs) | Agentic AI

GPUs get all the attention, but in inference, the real bottleneck is often memory, specifically the KV cache. In this episode of #F5's ...

Pop Goes the Stack: Why Prompt Filters Fail Against LLM Attacks | GenAI

Pop Goes the Stack: Why Prompt Filters Fail Against LLM Attacks | GenAI

Prompt injection has been the headline security problem for the last year, but have we been guarding the wrong layer?

Pop Goes the Stack | Model routing isn’t load balancing (And that’s why you’re not ready) | AI

Pop Goes the Stack | Model routing isn’t load balancing (And that’s why you’re not ready) | AI

Multi-model AI isn't a buzzword anymore, it's how organizations are actually operating. In this episode of #F5's

Pop Goes the Stack | Data poisoning: You can’t patch what an LLM “learns” | AI

Pop Goes the Stack | Data poisoning: You can’t patch what an LLM “learns” | AI

If you've been treating “garbage in, garbage out” as a metaphor, this episode turns it into a live-fire scenario. Lori MacVittie and ...

Pop Goes the Stack | Alien autopsy of LLMs: Constitutions, deception, guardrails | AI

Pop Goes the Stack | Alien autopsy of LLMs: Constitutions, deception, guardrails | AI

Why do researchers keep describing large language models like aliens? Because in enterprise environments, they often behave ...

Pop Goes the Stack | Agent Identity Crisis: Access, audit, and “soul.md” | Agentic AI

Pop Goes the Stack | Agent Identity Crisis: Access, audit, and “soul.md” | Agentic AI

Coming to you from the #AppWorld2026 Hub, #F5's Joel Moses and guest co-pilot Oscar Spencer cut through the conference ...

Pop Goes the Stack | Agents deleted my work: Why agents still aren’t ready for production (yet) | AI

Pop Goes the Stack | Agents deleted my work: Why agents still aren’t ready for production (yet) | AI

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 ...

Pop Goes the Stack | The Impact of Inference: Performance | AI

Pop Goes the Stack | The Impact of Inference: Performance | AI

Traditional performance meant deterministic response times. Identical inputs produced near-identical execution times.

Pop Goes the Stack | AI Red Teaming in Practice: Scores, guardrails, auto-remediation | AI

Pop Goes the Stack | AI Red Teaming in Practice: Scores, guardrails, auto-remediation | AI

AI in production isn't just another feature to ship. It's a non-deterministic system that can be socially engineered, fuzzed, and ...