The low-level browser automation tools. Why Playwright won the agent war, what dev-browser does differently, and when you need Patchright or Scrapling for the dodgy stuff.

Agent browser frameworks compared. DOM-first vs vision-first, the caching trick that changes economics, and why expect is a completely different thing.

Firecrawl, Browserbase, Steel, Bright Data, and Browserless compared. Pricing, self-hosted options, and the honest crossover point where managed beats DIY.

Content extraction without a browser. markdown.new, Jina Reader, Trafilatura, and the maths that proves parsing HTML is burning money.

Human reliability maths applied to AI agents. Consensus protocols, identity checks, and why your agent swarm needs the same safeguards humans built centuries ago.

Model Context Protocol was supposed to be the USB-C of AI integrations. Instead it is eating 50% of your context window before your agent even starts working.

Hands-on demos of MCP vulnerabilities including tool poisoning, cross-server shadowing, token theft, and data exfiltration. Plus practical defences you can use today.

2025 guide to AI code assistants-Gemini, Copilot, Claude, Cursor, Aider, and more. In-depth review, honest pros/cons, real cost, and a mega comparison table for devs.

Step-by-step guide to building a layered MCP prompt management server with STDIO transport, Zod validation, and file-based storage. Perfect for local dev workflows.

How Model Context Protocol actually works under the hood, from function calling and JSON-RPC to STDIO vs SSE transport, OAuth 2.1, and the enterprise gaps nobody talks about.

Model Context Protocol explained: how MCP standardises AI tool integrations, replaces M*N connector chaos with M+N simplicity, and why it is the USB-C of AI.

How to pick the right AI coding assistant in 2025. Balance performance, cost, and workflow fit for your actual development style, not just benchmark hype.

Build your productivity stack as a software engineer. Desktop engineering, Obsidian for devs, AI coding assistants, and MCP tooling.

What makes an AI coding assistant actually good? Architecture understanding, debugging skill, security awareness, and real benchmarks that matter beyond flashy scores.

Alfred Kahn warned that rational small decisions aggregate into irrational outcomes. Now AI agents make thousands of those decisions daily in your codebase.

Why lucky people are better at setting initial conditions. Probability, chaos theory, and quantum mechanics explain how to manufacture your own luck.

Why your code decays, your plans fall apart, and your kids room is always a tip. Entropy through physics, life, and software engineering.

Why orgs promote firefighters and ignore the people who prevent fires. Time preference, effort paradox, and the cultural rot that follows.

The maths behind why no single human should act alone on anything that matters. Error rates, independent review, and why four eyes beat two every time.

Use Bitwarden CLI as a password manager for developer secrets, dotenv files, and local environment variables. Full shell setup included.

Step-by-step guide to calculating composite SLA availability for Azure, AWS, or any multi-region cloud stack using probability maths.

Set up passwordless GitHub Actions using OIDC federated credentials with Terraform on Azure. Full working example with GitOps vending machine.