Welcome to AllDevBlogs

7/26/2026 • EN

GPU Multi-Tenancy Without Security Theater: Isolation, Quotas, Noisy Neighbors, and Confidential Computing

Analysis of GPU multi-tenancy security controls including MIG, vGPU, confidential computing, and isolation strategies for AI platforms.

Quotas Confidential Computing Security Isolation

Paul Bryant

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7/26/2026 • EN

Who Used the GPU? Building Per Tenant Telemetry, Showback, and Capacity Evidence for AIaaS

Guide to building per-tenant GPU telemetry, showback, and capacity evidence for AIaaS platforms.

Kubernetes Gpu Telemetry Showback

Paul Bryant

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7/26/2026 • EN

Why Your GPU Is Idle: A Layer by Layer Troubleshooting Guide for Enterprise Inference

A troubleshooting guide for diagnosing why GPUs remain idle during enterprise inference, focusing on systematic root-cause analysis.

Gpu Profiling Gpu Utilization Inference Troubleshooting

Paul Bryant

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7/26/2026 • EN

Use Your Brain: Engineering Standards in the Age of LLMs

Explores how LLMs impact software engineering standards, warning against vibe-coding and loss of code ownership.

code quality software engineering llm

Paolo Galeone

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7/26/2026 • EN

Production ML-DSA Verification in 350 Lines of Python

A production ML-DSA verifier in 350 lines of pure Python, supporting post-quantum signature verification.

Python Pypi Post Quantum Cryptography

Filippo Valsorda

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7/26/2026 • EN

GExperts 1.3.29 released

GExperts 1.3.29 release with new features, enhancements, bug fixes, and code formatter improvements for Delphi developers.

Unit Tests Delphi Actions

Dumm Zeuch

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7/26/2026 • EN

A Few Notable Open-Weight Models This Week

Overview of recent notable open-weight AI model releases, including Nanbeige, Laguna, Motif, Solar Open, and Antares.

Transformer Architecture Model Architecture Open Weight Models

Sebastian Raschka

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7/26/2026 • EN

A Few Notable Open-Weight Models This Week

Overview of recent notable open-weight AI models including Nanbeige, Laguna, Motif, Solar, and Antares with architectural details.

Transformer Architecture Model Architecture Open Weight Models

Sebastian Raschka

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7/26/2026 • EN

How MCP and A2A Fit into One Enterprise Agent Architecture: Enterprise Agent Control Plane Series, Part 5

Explains how MCP and A2A protocols fit into an enterprise agent architecture, with MCP for tool access and A2A for agent-to-agent delegation.

mcp Integration A2a

Paul Bryant

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7/26/2026 • EN

How to Design Tools That AI Agents Can Use Reliably

A tutorial on designing reliable AI agent tools with clear naming, schemas, error handling, and evaluation.

error handling AI Agents API Contracts

Paul Bryant

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7/26/2026 • EN

The Minimum Viable VMware Cloud Foundation 9.1: Hosts, Storage, NSX, Fleet Services, Licensing, and Operational Overhead

Analysis of VMware Cloud Foundation 9.1 minimum requirements beyond host count, covering storage, NSX, licensing, and operational overhead for production readiness.

Vsphere Nsx Vmware Cloud Foundation

Paul Bryant

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7/26/2026 • EN

How to Build Enterprise RAG That Returns Evidence, Not Just Confident Answers

A guide to building enterprise RAG systems that prioritize evidence over confident answers, covering retrieval, reranking, and citation validation.

Python Yaml Retrieval Augmented Generation

Paul Bryant

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