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When SOC 2 Meets Scale: How Architectural Decisions Shape Your Compliance Destiny
Engineering·· 8 min

When SOC 2 Meets Scale: How Architectural Decisions Shape Your Compliance Destiny

The notification arrived at 3 AM: “Critical SOC 2 audit finding – unauthorized data access detected.” What started as a routine quarterly review had…

When Performance Matters: SageMaker Neo’s 25x Speed Promise for ML Inference
Engineering·· 5 min

When Performance Matters: SageMaker Neo’s 25x Speed Promise for ML Inference

Amazon SageMaker Neo eliminates this painful trade-off entirely.

Half of Execs Admit They Can’t See Their Software Supply Chain
Engineering·· 5 min

Half of Execs Admit They Can’t See Their Software Supply Chain

When nearly half of senior executives admit they can’t see what’s in their software supply chain, we have a problem. A new global survey of 1,500 C-suite…

Edge-Native Serverless: From FaaS to Functions-at-the-Edge
Engineering·· 5 min

Edge-Native Serverless: From FaaS to Functions-at-the-Edge

Serverless computing started in the cloud, but it’s not staying there. A recent special issue in Ad Hoc Networks explores how researchers are combining edge…

Clean Rooms + ML: Collaborating on Data Without Sharing It
Engineering·· 4 min

Clean Rooms + ML: Collaborating on Data Without Sharing It

The data collaboration problem has always been tricky. Companies want to build better models together, but sharing sensitive customer data feels risky. What…

Inside Amazon Nova: Custom Foundation-Model Recipes Arrive in SageMaker
Engineering·· 7 min

Inside Amazon Nova: Custom Foundation-Model Recipes Arrive in SageMaker

When Swami Sivasubramanian stepped onto the AWS Summit New York stage in July 2025, the announcement about Amazon Nova customization through SageMaker…

Britain’s £1 Billion Supercomputer Push: What It Signals for Global AI Capacity
Engineering·· 6 min

Britain’s £1 Billion Supercomputer Push: What It Signals for Global AI Capacity

When Prime Minister Keir Starmer shared the stage with Nvidia CEO Jensen Huang at London Tech Week in June 2025, the symbolism was unmistakable. Britain’s…

Beyond Checkbox Compliance: How Healthcare Organizations Actually Secure Patient Data in the Cloud
Engineering·· 6 min

Beyond Checkbox Compliance: How Healthcare Organizations Actually Secure Patient Data in the Cloud

Three months after migrating their patient management system to AWS, a mid-sized healthcare provider discovered something unsettling during a routine audit.…

Do AI Coding Assistants Really Speed Us Up? New Study Says ‘Not Yet’
Engineering·· 5 min

Do AI Coding Assistants Really Speed Us Up? New Study Says ‘Not Yet’

But what if the reality doesn’t match the hype?

AWS June Mid-Month Update: FinOps, AI, and Infrastructure Enhancements
Engineering·· 10 min

AWS June Mid-Month Update: FinOps, AI, and Infrastructure Enhancements

AWS June Mid-Month Update: FinOps, AI, and Infrastructure Enhancements The first half of June 2025 has delivered a substantial wave of AWS updates across…

Meta’s V-JEPA 2: Advancing World Models and Physical Reasoning in AI
Engineering·· 7 min

Meta’s V-JEPA 2: Advancing World Models and Physical Reasoning in AI

Meta has unveiled V-JEPA 2, a significant advancement in world modeling that brings us closer to artificial intelligence systems capable of understanding…

Vibe-Coding: A Field Guide to Shipping Production Code with AI Assistance
Engineering·· 7 min

Vibe-Coding: A Field Guide to Shipping Production Code with AI Assistance

Software development has fundamentally shifted with sophisticated AI coding assistants like Claude. What started as a meme has evolved into a legitimate…