Posts

Note: Opinions expressed on this site do not reflect the views of clients, employers, or any organizations affiliated with past or present.

Will Cloud Storage Prices Drain the Data Lakes?

July 6, 2026

The Storage Conundrum Are we seeing a simple case of supply and demand? Storage device costs are rising as a result of the intense demand from hyperscalers to support AI workloads. Even consumer-grade and used market storage options have seen price increases, a three year old SSD model costs twice … Read more →

GitHub is Telling Jokes with Model LTS of 1 Year

May 3, 2026

1 Year = “Long Term Support” I was perusing the GitHub Copilot documentation tonight, a kind of thing I’ll routinely do, something I call a ‘documentation soak’ where I go through practically everything in the documentation for a particular product, framework, etc. to … Read more →

A Silver Lining in Recent LLM Usage Cost Increases

April 28, 2026

Cost of “Slop” Goes Up There’s been a lot of issues with the amount of “AI slop” being thrown at the wall. This has been exhausting the maintainers of many beloved open source projects, and a major source of frustration for development teams everywhere who care about … Read more →

A Follow-Up to "AI Gamification of GitHub Stars?"

April 20, 2026

Follow Up Time! In a follow up to my previous post, where I shared observations and musings about what appears to be extreme abuse of star ratings, I wanted to share a few “new to me” tidbits. These have organically surfaced recently through my casual catching up on the industry routine. … Read more →

Are Star Ratings on GitHub Under AI Siege?

March 19, 2026

AI Gamification of GitHub Stars? Is anyone noticing this pattern with stereotypical AI-driven GitHub repos? Some projects have only been around for mere weeks to a year. They have hundreds, if not thousands of commits, and a very high star count that seems suspect. Such repositories have a pattern … Read more →

The Omnichannel AI Rug Pull

February 2, 2026

Tactics Without Strategy… Tactics without strategy is the noise before defeat. – Sun Tzu After keeping a watchful eye on the “AI” (LLM) ecosystem over the past year and doing my own research, my observations have been weighing on me enough to finally write something about my … Read more →

Are These Infrastructure as Code Symptoms Costing Your Business?

August 15, 2025

The Symptoms Infrastructure as Code (IaC) has been a game-changer in the world of “DevOps.” The practice has matured and gain enough acceptance that many organizations now consider their IaC code to be a part of their DR (Disaster Recovery) strategy and a key component of their change … Read more →