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Insights & Guides

Articles

Deep dives on AI infrastructure, MLOps, GPU clusters, and building with agents.

Jobshout SEO Analyst AI Agent — Analyse Any Website & Fix SEO Issues Automatically
AI•Sep 23, 2026

Jobshout SEO Analyst AI Agent — Analyse Any Website & Fix SEO Issues Automatically

Technical brief: SEO Analyst modes, real workstation.co.uk run (score 44), findings with fix prompts, Improve/Publish paths, and Jobshout supervised…

2 min readRead more
WSLVault: Steal the Server. Not the Secrets.
DevOps•Sep 22, 2026

WSLVault: Steal the Server. Not the Secrets.

Technical brief: AES-256-GCM envelope hierarchy, cryptographic tenant isolation, engines, identity/MFA, active/active regions, Kubernetes deploy, and…

3 min readRead more
How to Deploy Secure AI Agents in Healthcare
AI•Sep 17, 2026

How to Deploy Secure AI Agents in Healthcare

Least-privilege healthcare agents: separate sensitive data, fixed security around flexible AI, action audits without PHI sprawl, and citizen-health g…

7 min readRead more
Workstation WSL Proxy — Docker Image Optimisation, Build Cache, Full Deploy Workflow, and Shipping It with AI Assistance
DevOps•Sep 20, 2026

Workstation WSL Proxy — Docker Image Optimisation, Build Cache, Full Deploy Workflow, and Shipping It with AI Assistance

Technical brief: prebuilt OpenResty Dockerfile, Buildx/GHA cache, Ansible extract, delivery pipeline DEPLOY_MODE, and an operator+agent loop for fini…

15 min readRead more
Claude Code, Claude Cowork & ChatGPT for Business Teams
AI•Sep 19, 2026

Claude Code, Claude Cowork & ChatGPT for Business Teams

Claude Code vs Claude Cowork vs ChatGPT/OpenAI Agents: team matrix, GPT-5.6/GPT-6 class APIs, MCP OAuth, and approval gates

4 min readRead more
Enterprise Agentic Frameworks: LangChain, LangGraph & Airflow 3
AI•Sep 19, 2026

Enterprise Agentic Frameworks: LangChain, LangGraph & Airflow 3

LangChain/LangGraph/LangSmith, Apache Airflow 3.x, MCP gates, Ring Promoter, and OTel cost control for enterprise agent workflows

3 min readRead more
AI GPU Workstations: NVIDIA DGX Spark/Station & Mac Studio M5
AI•Sep 19, 2026

AI GPU Workstations: NVIDIA DGX Spark/Station & Mac Studio M5

Buyer and architect brief: DGX Spark (GB10), DGX Station (Blackwell Ultra / GB300 class), Mac Studio M5 Max/Ultra, Boston Limited racks

4 min readRead more
Inside Workstation WSL Proxy WAF Engine v2: Stages, Signatures, and Binding Precedence
Security•Sep 17, 2026

Inside Workstation WSL Proxy WAF Engine v2: Stages, Signatures, and Binding Precedence

Stages, signatures, binding precedence, and the roadmap beyond MVP

18 min readRead more
Explainable Edge WAF on OpenResty: Inside Workstation WSL Proxy
Security•Sep 16, 2026

Explainable Edge WAF on OpenResty: Inside Workstation WSL Proxy

Technical brief: request-path WAF pipeline, eight first-class stages, signature governance, layered edge controls, and safe rollout practice

9 min readRead more
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