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Contributed & opinion pieces from customers and community members.  They sit alongside our reporting, not within it — views belong to the  authors.
From the Community
Theo Ezell
AI Security Architect
Creator of the Citadel Protocol
Security, Governance, & Deployment

To Stop AI Amplifying Security Issues, Some Experts Are Grounding Security In Hardware

Theo Ezell, AI Security Architect and Creator of The Citadel Protocol, argues that the way to prevent AI agents from overstepping security boundaries is to ground them in hardware.

AI Security Architect
@
Creator of the Citadel Protocol
WAL-G Maintainer | PostgreSQL Contributor
@
Open Source RDBMS Dev Team Lead, Yandex Cloud
Vishal Sharma
VP of Software Engineering
Tier 1 Financial Services

Latest: Tell One AI Model Another Will Review Its Work, and Output Quality Jumps 1.5x

Jeffrey Lee-Chan
Engineering Manager
Snap

Latest: Six Agents, One Pull Request, and the Emerging Art of 'Skills-as-Infrastructure'

Damian Matthews
Senior Software Developer
CBOS

Latest: Same IDE, Two Developers: One Shipped A Month Of Front-End In An Afternoon. The Other Wiped The Drive.

Debasish Bhattacharjee
Fractional AI/ML Advisor
Agentic AI Builder

Latest: The Traditional OLTP Playbook Breaks RAG. Here's What Replaces It.

Oleg Šelajev
Developer Relations Engineer
Docker

Latest: Let The Agents Cook. But First, Secure The Infrastructure.

Joe Gem Reyes
Cloud Technical Engineer
Westcoast Cloud

Latest: You Can't Outrun Governance, but Reducing Hurdles to Production-Readiness Starts With Condensing AI Pipelines

Yamini Krishnaprakash
Software Engineer
Financial Services

Latest: A Financial Service Engineer's Search For Provability Amid The MCPification Of Everything

Shubham Haranale
Senior DevOps & MLOps Engineer
Turing

Latest: Agents Collapsed The Wall Between Analytics And Operations, And Postgres Is What's On The Other Side

Fawad Khan
Database Administrator
Health Care Service Corporation

Latest: AI Readiness Starts With the Queries Nobody Bothered to Optimize

Sohil Shah
Software Engineer, AI Agents & Incident Response
PayPal

Latest: You Can't Vibe Code A Payments Platform, But Even Regulated Industries Are Rethinking Writing By Hand

Anton Krupnov
Senior Data Engineer
DoorDash

Latest: One Layer Away, Always: A Framework for AI in Production Data Systems

Mohit Bansal
Senior Manager, Security Engineering
Webflow

Latest: When AI Agents Go 'God Mode,' the Security Perimeter Must Move to the Database

Drew Moisant
Principal Cloud Architect
Chamberlain Group

Latest: What Happens When Read-Only Access is the Only AI Guardrail That Actually Holds?

Palanivel Rajan Mylsamy
Director, Engineering Program Management

Latest: You Can't 'Write Off' AI QA Tax at the Read/Write Layer, You Can Only Move When The Bill Comes Due

Bart Lipinski
Sr. Manager, Marketing Technology
Grainger

Latest: Grainger's MarTech Lead On How Disciplined AI Governance Prevents Expensive Shelfware

Olivier Elemento
Director, Englander Institute for Precision Medicine
Weill Cornell Medicine

Latest: AI Parallelized Biomedical Research, But The Verification Layer Needs To Match The Throughput

Sai Santhosh Goud Bandari
Generative AI Developer
TCS for client BMO

Latest: Why The Success Of AI In Regulated Industries Depends On Compliance-As-Architecture

Matt Erman
Senior Software Engineer @ Blackboard
ex-HSBC, ex-M&T Bank

Latest: From Banking to Blackboard: An Engineer's Case For CI/CD-Level Governance Of AI Code

Kollin Napier
Director, Mississippi Artificial Intelligence Network
Mississippi Gulf Coast Community College

Latest: How Mississippi Built The Nation's First Statewide AI Initiative For Education And Workforce Readiness

Gary Ang
Former AI Lead
Monetary Authority of Singapore

Latest: Old-School Speccing Makes a Comeback As Devs Find The Limits of Natural Language LLM Interactions

Vincenzo Agrillo
Principal Development Professional
MSG Global Solutions

Latest: Old-School Speccing Makes a Comeback As Devs Find The Limits of Natural Language LLM Interactions

Hameem Mahdi
Sr. Principal Applied Scientist
Technology Innovation Institute

Latest: Decoding 'Architecture As An Algorithm' and Production AI Explainability In Regulated Industries

Amanbolat Balabekov
Staff Software Engineer
Wolt

Latest: AI-Generated Pull Requests Are Crashing Postgres Instances Daily, And the Only Way Through Is Architectural

René Cannaò
Founder & CEO
ProxySQL

Latest: pgBackRest Is Back, But Open Source Has a Stewardship Problem It Can't Keep Ignoring

Andrew Borodin
WAL-G Maintainer | PostgreSQL Contributor
Open Source RDBMS Dev Team Lead, Yandex Cloud

Latest: After pgBackRest's Close Call, Postgres Shops Are Drafting New Runbooks For Continuity

Satish Kumar Anandhan
Senior Architect
Salesforce

Latest: Authorization Has Always Been Hard, and a New Generation of Builders Is Discovering Why

Vasilios Syrakis
Sr. Systems Engineer, Edge Services
ex-Atlassian

Latest: How a Laid-Off Atlassian Engineer's Sovereign Breakdown Started a Timer On Every Vibe-Coded Codebase

Theo Ezell
AI Security Architect
Creator of the Citadel Protocol

Latest: To Stop AI Amplifying Security Issues, Some Experts Are Grounding Security In Hardware

More from contributors

Hameem Mahdi
Sr. Principal Applied Scientist
Technology Innovation Institute
Vincenzo Agrillo
Principal Development Professional
MSG Global Solutions
Vishal Sharma
VP of Software Engineering
Tier 1 Financial Services

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