Preamble: From Procrustean Chaos to Agent Orchestration By Dimitris Kokoutsidis We often talk about “Vibe Coding” as if it were magic—a frictionless flow where the AI simply understands the intent and executes the vision. But as many of us are discovering in 2026, raw capacity without structural discipline is a recipe for an expensive disaster.
Most email standards are invisible. SPF, DKIM, and DMARC operate in the shadows of the header, silently deciding the fate of your message. BIMI (Brand Indicators for Message Identification) is different. It is the only standard designed to be seen. It puts your verified logo right next to your message in the inbox, acting as
For years, the promise of multi-agent AI collaboration has been a mirage. Tools like OpenRouter or Poe’s multi-bot chats offer what I call “stateless multiplexing.” A human architect submits one prompt and gets back three, five, or ten isolated replies.
The cognitive load isn’t reduced; it’s multiplied. The human must then act as a low-level filter, manually reading every response, identifying contradictions, filtering hallucinations, and composing a single coherent answer.
The AIs aren’t collaborating. They are performing parallel monologues. They have no shared context, no persistent memory, and no way to build upon each other’s work.
Most people use AI to speed up. I use it to slow down — to debate my own thinking, surface hidden bias, and challenge myself. This is how Grok and ChatGPT became my most honest sparring partners.
We’ll set up a plain Windows Server 2022 environment with NGINX and PowerShell to issue a Let’s Encrypt SSL certificate using the Posh-ACME PowerShell module. This guide will ensure that your environment is ready for certificate issuance and renewal using automated and Secure DNS validation and can be used to setup Windows 10\11 also. Contents
We’ll set up a plain Windows Server 2022 environment with IIS and PowerShell to issue a Let’s Encrypt SSL certificate using the Posh-ACME PowerShell module. This guide will ensure that your environment is ready for certificate issuance and renewal using automated and Secure DNS validation and can be used to setup Windows 10\11 also. Contents
This guide walks you through configuring PHP 8.3 with FileMaker Server 21 on Windows, covering installation, IIS FastCGI setup, essential php.ini adjustments, environment variables, and testing with the AirMoi PHP FileMaker API. By following these steps, you’ll enable robust custom web publishing capabilities, optimized for compatibility and security.
