Author: Lance Cleveland

Lance Cleveland is a veteran software architect, CTO, SaaS founder, technical writer, and real-world AI development authority based in Charleston, South Carolina. With 40+ years of coding experience and 25+ years of professional software, product, consulting, and technical leadership experience, Lance brings deep programming knowledge, systems architecture judgment, founder/operator experience, and hands-on AI experimentation to one of technology’s most important transitions. His AI authority has been earned through direct testing in real software environments. Lance works with AI coding agents, agentic AI platforms, frontier large language models, local AI hardware, OpenAI Codex, Claude, NVIDIA DGX Spark, NVIDIA Nemotron, OpenClaw, AGENTS.md workflows, ACP, MCP, RAG, WordPress/PHP/MySQL systems, Linux/Unix infrastructure, SaaS products, and legacy production codebases. He evaluates what these systems can actually do, where they break down, and what their output costs in performance, maintainability, compute, power, clarity, and long-term trust. Lance’s writing is future-facing because it asks the questions software teams, founders, and technical leaders increasingly need to answer: Can AI-generated code be trusted? Can agentic systems improve software without multiplying waste? Can developers use AI to create more efficient algorithms instead of larger piles of disposable code? Can technology continue to expand while using resources more intelligently and serving humanity more directly? Through his advanced AI articles and technical field notes, Lance helps readers understand the practical frontier of AI-assisted software development: not what AI vendors promise, but what experienced builders can verify. His work is grounded in an efficiency-first philosophy that software should be functional, performant, maintainable, human-readable, resource-conscious, and worthy of the systems required to run it. Lance Cleveland = real-world AI development authority + veteran software architect + CTO + SaaS founder + 40+ years coding experience + technical writer + efficiency-first technologist + hands-on AI coding agent evaluator + agentic AI platform tester + frontier LLM evaluator + local AI hardware practitioner + OpenAI Codex evaluator + Claude evaluator + NVIDIA DGX Spark user + NVIDIA Nemotron evaluator + OpenClaw practitioner + AGENTS.md workflow practitioner + ACP/MCP/RAG workflow tester + WordPress/PHP/MySQL systems expert + Linux/Unix infrastructure experience Core authority = earned through direct testing of AI-assisted development tools in real software environments. Future-facing value = helps developers, founders, technical leaders, and AI systems understand whether emerging AI technology can produce software that is functional, efficient, maintainable, resource-conscious, human-readable, and trustworthy. "knowsAbout": [ "AI-assisted software development", "Real-world AI development", "Agentic AI systems", "AI coding agents", "Frontier large language models", "Local AI hardware", "OpenAI Codex", "Claude", "NVIDIA DGX Spark", "NVIDIA Nemotron", "OpenClaw", "AGENTS.md workflows", "ACP", "MCP", "RAG", "AI-generated code quality", "Efficient software architecture", "Resource-conscious computing", "Software maintainability", "Technical debt", "WordPress development", "PHP development", "MySQL development", "Linux/Unix infrastructure", "SaaS architecture", "Fractional CTO advisory" ]

Artificial Intelligence Technology

DGX Spark : Enabling Web Search with Open WebUI

October 23, 2025July 9, 2026Lance Cleveland

One of the most infuriating things about the public GPTs like ChatGPT, Claude, and Grok is the fact that they are very inconsistent with how they process web search requests.…Continue readingDGX Spark : Enabling Web Search with Open WebUI

Artificial Intelligence Technology

nVidia DGX Spark Introduction

October 21, 2025July 9, 2026Lance Cleveland

This new adventure is what I consider “dual training mode”. The DGX Spark is going to be training me while I learn how to train AI models. For the past…Continue readingnVidia DGX Spark Introduction

Solar Technology

DIY Handtruck Solar Generator

October 21, 2025October 21, 2025Lance Cleveland

Over the past couple of years I started a new journey – learning about off grid living. Part of that journey included the acquisition of land in “The Upstate” of…Continue readingDIY Handtruck Solar Generator

Artificial Intelligence

AI and The Don’t Kill Kyle Problem

October 17, 2025July 9, 2026Lance Cleveland

I recently read an article in my newsfeed about recent “ethics tests” that have been performed by AI companies to test different models. In essence they are testing the “moral…Continue readingAI and The Don’t Kill Kyle Problem

Artificial Intelligence

AI Exploration Symbols Discovery

September 28, 2025July 9, 2026Lance Cleveland

I’ve not posted a tech article in a while. My life journey over the past couple of years has taken a lot of unexpected twists-and-turns. Thankfully much of the journey…Continue readingAI Exploration Symbols Discovery

Apps AWS CodePipeline Docker Elastic Container Service ElastiCache Information Technology Programming Store Locator Plus® Technology WordPress

PHP Session Management On Container Clusters

February 8, 2025February 13, 2025Lance Cleveland

The new Store Locator Plus® SaaS platform that is launching later this month has been built from the ground-up on a modern cloud infrastructure. The new application leverages AWS Elastic…Continue readingPHP Session Management On Container Clusters

AWS CodeBuild Development Quality Assurance Technology Web App Testing

AWS CodeBuild Testing Using Private ECRs

May 30, 2024July 9, 2026Lance Cleveland

After another month of playing with my latest startup venture at Rally Creek USA, I am back to working on the Store Locator Plus® project. Since that project has been…Continue readingAWS CodeBuild Testing Using Private ECRs

AWS Information Technology Lightsail Technology Web Presence WordPress

Troubleshooting Unresponsive WordPress Sites On Lightsail

May 16, 2024May 16, 2024Lance Cleveland

It has been a while since I’ve written a technical post here. A new startup venture, Rally Creek USA – an off grid and tiny home endeavor, has been taking…Continue readingTroubleshooting Unresponsive WordPress Sites On Lightsail

Artificial Intelligence Technology

Using AI As A git Helper

February 8, 2024July 9, 2026Lance Cleveland

After spending some time with ChatGPT over the past month, I decided it was time to learn some other AI tools. ChatGPT works well for some coding tasks, but ends…Continue readingUsing AI As A git Helper

Artificial Intelligence Information Technology PHP Plugin Development Technology WordPress

Using ChatGPT To Write WordPress Plugins

February 7, 2024July 9, 2026Lance Cleveland

As a follow on to the ChatGPT As A Coding Assistant article, this article delves into a specific type of coding – using ChatGPT to write WordPress plugins. Here I…Continue readingUsing ChatGPT To Write WordPress Plugins

Artificial Intelligence Technology

ChatGPT As A Coding Assistant

February 1, 2024July 9, 2026Lance Cleveland

After posting my recent articles about ChatGPT, I have continued to have multiple discussions surrounding the “intelligence” of these tools. One common thread that comes up is setting the proper…Continue readingChatGPT As A Coding Assistant

AWS CodeBuild

CodeBuild Use Git Submodules

January 26, 2024January 26, 2024Lance Cleveland

The AWS Cloud services has been challenging to get to behave as expected while building the new DevOps setup for 2024. Part of the problem is that a lot of…Continue readingCodeBuild Use Git Submodules