Why AI Assistants Forget Your Instructions
You’ve set up your AI assistants carefully, then the next chat they forget who you are, and what it’s supposed to. This is by design.
This is my build-in-public AI skunk works blog where I post help articles, as well as, explore and discover the limits and benefits of agentic AI for small to medium sized businesses and teams.
You’ve set up your AI assistants carefully, then the next chat they forget who you are, and what it’s supposed to. This is by design.
Confused by agentic AI terms like Skills, Plugins, MCP, and APIs? Here’s what each one actually means for your small business, in plain language.
Years of collecting OSINT resources, a sci-fi vision of what an intelligence platform could be, and a hard stance on data privacy led to building Samaritan on OpenClaw.
The AI you’ve used so far is reactive. Every time you want a result, you prompt it, review it, and decide what to do next.
𝗧𝗵𝗲 𝗺𝗼𝘀𝘁 𝗰𝗼𝗺𝗺𝗼𝗻 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲 𝗜 𝘀𝗲𝗲 𝘄𝗶𝘁𝗵 𝗔𝗜 agents 𝗶𝘀 𝘀𝗲𝘁𝘁𝗶𝗻𝗴 𝘂𝗽 𝘁𝗵𝗲 𝘁𝗼𝗼𝗹, 𝘁𝗵𝗲𝗻 𝗯𝗲𝗶𝗻𝗴 𝗰𝗼𝗻𝗳𝘂𝘀𝗲𝗱 𝘄𝗵𝗲𝗻 𝗶𝘁 𝗱𝗼𝗲𝘀𝗻’𝘁 𝗱𝗼 𝘄𝗵𝗮𝘁 𝘆𝗼𝘂 𝘄𝗮𝗻𝘁. Read a LinkedIn post or watch…
AI degradation is one of those things nobody warns you about until it has already cost you hours. I learned that the hard way trying to finish a task that…
Vibe Coding The Samaritan Project Agentic OSINT platform built with 🦞 OpenClaw and running on ParrotOS. The Samaritan Project The Problem: Public record research is slow by design. Every time…
If you’ve been wondering what Agentic AI can actually do for your small business not in theory, but in practice, this is worth your time. Most small business owners are…
The problem with generic prompts You’ve probably seen them all over LinkedIn. The endless carousel posts and viral lists promising ChatGPT prompts that do something magical without needing to put…
Writing with AI is the subject of a never ended string of LinkedIn posts whose opinions range from warning that you’re “damaging your brand” to claims that it will result…
If you’ve dabbled in AI tools recently, you’ve likely heard the terms AI prompts vs AI workflows used interchangeably, but they are not the same. This article discusses the real…
You’ve probably seen lists of generic AI prompts all over Linkedin. The ones that promise to change your life and 10x your business. So you give them a try and…