TFiR

AI Infrastructure

Edge AI Inference: The Last-Mile Problem Centralized Clouds Cannot Solve | Ari Weil, Akamai | TFiR

Ari Weil of Akamai explains why centralized GPU clusters cannot meet the latency demands of fraud detection, voice agents, and ...

By Monika Chauhan15 hours ago0

Stop Applying Training-Era Hardware Logic to AI Inference Workloads | Rob Hirschfeld, RackN | TFiR

By Monika Chauhan1 day ago

AI Infrastructure

Token Freeloading, IoT Botnets, and the New Commerce Threat Stack | Steve Winterfeld, Akamai | TFiR

By Monika Chauhan2 days ago

Security

How to Monitor and Control AI Agents Across Enterprise Infrastructure | Moshe Bar, Codenotary | TFiR

By Monika Chauhan4 days ago

AI Infrastructure

Latest Episodes

AI Infrastructure

Edge AI Inference: The Last-Mile Problem Centralized Clouds Cannot Solve | Ari Weil, Akamai | TFiR

Ari Weil of Akamai explains why centralized GPU clusters cannot meet the latency demands of fraud detection, ...

15 hours ago

AI Infrastructure

Stop Applying Training-Era Hardware Logic to AI Inference Workloads | Rob Hirschfeld, RackN | TFiR

Rob Hirschfeld of RackN explains why context window management, not GPU compute, is the primary bottleneck in ...

1 day ago

Security

Token Freeloading, IoT Botnets, and the New Commerce Threat Stack | Steve Winterfeld, Akamai | TFiR

Steve Winterfeld, Advisory CISO at Akamai, explains why retail absorbs 84% of commerce DDoS attacks, how Turbo ...

2 days ago

AI Infrastructure

How to Monitor and Control AI Agents Across Enterprise Infrastructure | Moshe Bar, Codenotary | TFiR

Moshe Bar of Codenotary explains how AgentMon and AgentX give enterprises immutable audit logging, karma-based agent scheduling, ...

4 days ago

Fine-Tuned vs. Frontier Models: The Real Cost Driver in AI Deployment | Ari Weil, Akamai | TFiR

Ari Weil of Akamai breaks down why copying AI models to solve latency silently inflates infrastructure cost, ...

5 days ago

Security

Why Java Quarterly Updates Break Applications and What to Do Instead | Simon Ritter, Azul | TFiR

Simon Ritter of Azul explains why Java quarterly updates containing up to 500 changes create regression risk, ...

6 days ago

Cloud Native

Why HA Validation Must Be Routine | Cassius Rhue, SIOS Technology | TFiR

Cassius Rhue of SIOS Technology walks through real cases where routine HA testing caught stale data configs, ...

6 days ago

AI Infrastructure

AI Inference at Scale Requires Distributed Edge Infrastructure, Not More Cloud | Dr. Robert Blumofe, Akamai | TFiR

Akamai CTO Dr. Robert Blumofe explains why centralized infrastructure cannot meet the bandwidth and latency demands of ...

7 days ago

AI Infrastructure

Policy as Code for Agentic AI: What the Data Says Teams Are Getting Wrong | Jonah Kowall, Spacelift | TFiR

Jonah Kowall of Spacelift unpacks why 93% of companies had an AI infrastructure incident this year despite ...

August 25, 2026

AI Infrastructure

CPU vs GPU Placement for Agentic AI: The Architecture Decision That Determines Speed | Jon Alexander, Akamai | TFiR

Jon Alexander of Akamai explains why up to 90% of AI agent task execution time happens ...

August 25, 2026

AI Infrastructure

Reverse ETL to Agentic AI: The Data Governance Gap No One Is Closing | Mario Moscatiello, Airbyte | TFiR

Mario Moscatiello of Airbyte explains why AI agents writing back to systems like Salesforce break traditional data ...

August 24, 2026

Security

Commerce Bot Traffic: Why Minimizing Friction Creates Maximum Risk | Steve Winterfeld, Akamai | TFiR

Advisory CISO Steve Winterfeld explains why commerce faces three times more AI bot traffic than any ...

August 24, 2026

AI Infrastructure

AI Database Administration Without Hallucination Risk | Itamar Syn-Hershko, NeverBlink | TFiR

Itamar Syn-Hershko explains why general-purpose LLMs cannot safely manage production databases, how NeverBlink acts as a grounded ...

August 24, 2026

Security

Who Owns Java Runtime Security in the Enterprise? | Simon Ritter, Azul | TFiR

Simon Ritter of Azul explains how a point-in-time Java vulnerability assessment creates a remediation baseline, who owns ...

August 21, 2026

AI Infrastructure

GPU and RAM Scarcity Is Breaking Single-Vendor AI Infrastructure Plans | Rob Hirschfeld, RackN | TFiR

GPU and RAM scarcity is collapsing single-vendor procurement strategies. RackN CEO Rob Hirschfeld explains how enterprises are ...

August 20, 2026

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