TFiR

AI Infrastructure

What Enterprises Should Demand From AI Infrastructure Before Scaling Inference | Jon Alexander, Akamai | TFiR

Jon Alexander of Akamai outlines what enterprises must evaluate before large-scale AI inference deployments: portability, elasticity, storage flexibility, cost controls, ...

By Monika Chauhan15 hours ago0

How to Manage Data Services Across Multiple AWS Accounts | Julian Fischer, anynines | TFiR

By Monika Chauhan16 hours ago

Cloud Native

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

By Monika Chauhan2 days ago

AI Infrastructure

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

By Monika Chauhan2 days ago

AI Infrastructure

Latest Episodes

AI Infrastructure

What Enterprises Should Demand From AI Infrastructure Before Scaling Inference | Jon Alexander, Akamai | TFiR

Jon Alexander of Akamai outlines what enterprises must evaluate before large-scale AI inference deployments: portability, elasticity, storage ...

15 hours ago

Cloud Native

How to Manage Data Services Across Multiple AWS Accounts | Julian Fischer, anynines | TFiR

Julian Fischer, CEO of anynines, explains why enterprises cannot centralize data services in a single AWS account ...

16 hours ago

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, ...

2 days 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 ...

2 days 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 ...

3 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, ...

5 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, ...

6 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, ...

7 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, ...

August 26, 2026

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 ...

August 26, 2026

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

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