AI
Your AI Isn’t Stupid.
When an AI agent gives the wrong answer, the model may not be the problem. A real debugging story shows why developers should check what the model actually received before rewriting the prompt.
AI
Trust Signals in Software
The blog about "The Save Button That Doesn't" missed its own scheduled publish date. You can't make this stuff up.
Brian Pollack
AI Models Are Improving Themselves—and the Pace Is Accelerating
by Brian Pollack There is a new model every other day, and there is a reason the pace keeps picking up. The models are now improving themselves. The industry term is RSI, or recursive self-improvement. Google has been the loudest about it, but every major lab is running some version
AI
Your AI Doesn't Experience the Time Between Your Questions
Illustration of how ChatGPT and generative AI process conversations as successive interactions rather than experiencing continuous time, using stepping stones and a river of lost context to explain AI context loss and conversational memory.
White Paper
Your AI project worked in the demo. So why didn't it launch?
by Prateek Sharma, AI Engineer Almost every AI trial we see does what it promised in the meeting room. Most still never reach a real customer. The gap is rarely the technology — it's five things nobody scoped at the start. Download a pdf of this white paperProtovate_Why_
Brian Pollack
WiFi Doesn’t Come From the Clouds: The Internet’s Data Center Problem
by Brian Pollack Do they think WiFi comes from the actual clouds? The internet needs a new PR firm. Let me explain. If you're posting about data centers while binge-watching Netflix with Reels scrolling by on your phone, you might want to learn where WiFi goes to sleep
AI
The AI Didn't Forget.
AI doesn’t always forget instructions. Sometimes the context window gets overloaded. Two very different AI workflows reveal the same problem - and why managing context matters.
White Paper
How to become a prompt engineer in 2026
by Prateek Sharma, AI Engineer From writing your first effective prompt to building real AI systems: a practical roadmap for learning prompt engineering, and an honest look at what the career has actually become. Download a pdf of this white paperProtovate_How_to_Become_a_Prompt_Engineer.pdf3 MBdownload-circle What
Brian Pollack
The Hidden Risk of AI-Powered Rogue IT
by Brian Pollack Nobody hands out cordless saws at orientation. Think about the building you work in. Somebody designed the way people get into it. There is one main entrance where visitors sign in, badge readers on the doors that matter, cameras on the parking lot, a fire marshal who
AI
Replacements?
After being laid off, I’m helping build an AI version of myself to preserve decades of institutional knowledge. But how much can AI capture before knowledge gives way to judgment?
Software Ownership
The Cost of Owning Software
by Brian Pollack Clients rarely misunderstand the cost of building software. That part is simple: the client asks for software with a goal, we build it, the transaction is complete. But that’s only the first step. Once software exists, someone has to own it. Below are those ownership costs,
AI Lab
You Know AI Matters. But Where Does It Actually Pay Off?
by Brian Pollack After 30 years of building software for healthcare, telecom, and many enterprise companies, I've pointed Protovate at one thing: AI software development. Custom software with AI doing the actual work inside it. Not chatbots. The unglamorous stuff. Recently we automated customer service requests and followup