9 articles from the engineers and strategists doing the work.

Jul 11, 2025
This document outlines several key types of specialized AI models in use today. These architectures power everything from chatbots to autonomous vehicles, from image generation to speech recognition. Each entry includes an explanation, a breakdown of the model's key steps, and a validation note for real-world usage.
ai

Jun 27, 2025
From Extended Cognition to Peripheral Cognizance Most of us already extend our thinking into the tools we use. Alarms nudge us awake and remind us to take meds or do chores. We set calendar notifications for meetings we might otherwise forget. GPS recalculates when we miss a turn. These are everyday examples of extended cognition—our minds stretching into our devices.
development

Jun 13, 2025
For decades, we’ve been shackled—quietly and obediently—to operating systems. They promised order, organization, and access. They gave us desktops, dashboards, and docked icons. They also locked us into their structures, demanded obedience to syntax, to sequences of clicks and keystrokes that said: “Use it our way.”
culturedevelopment

May 16, 2025
When we talk about security in software development or system architecture, the conversation usually centers around firewalls, encryption, or penetration tests.
cyber-securityresources

Feb 21, 2025
Let's take a quick trip back to the early ‘90s. No cloud software. No instant messaging. No fancy dashboards pulling data from half a dozen sources in real time. If you needed something from another department, you picked up the phone, walked over to someone’s desk, or waited for someone to drop a printed report in your inbox - your physical inbox - on your desk.
custom-integrationsdevelopment

Feb 07, 2025
Agentic AI is where things start getting really interesting.
ai

Jan 24, 2025
In the late 1990s, search engines like AltaVista and Infoseek were marvels of the early internet, providing users with the power to navigate a vast digital ocean of information. Despite their innovation, they still weren't quite perfect. They relied on simple keyword matching, often returning a flood of results that left users drowning in irrelevant links. Then?
culturedevelopment

Nov 13, 2023
I started this on LinkedIn and quickly shot past the character limit so I made it a small blog post. Looking to learn more about AI? Check out our guide to specialized AI models, AI agents and the future of CRM with AI.
ai

Jun 04, 2018
If you’ve been part of the gaming world and playing video games for any amount of time, you probably like a challenging game. Compared to the human player, though, computer controlled characters and obstacles often have the upper hand. Winning, in short, can be tough, especially on higher difficulty modes.
ai