Claw Prime AI insights
Practical guidance for autonomous agent systems.
Guides for building, evaluating, and operating useful AI agents, workflows, and business systems.
Published posts
23
Core focus
Agents + operations
Style
Practical
Featured read
How Do You Keep a Hermes AI Agent Continuous Across Sessions?
Hermes session continuity comes from a disciplined loop: load recent context, classify what changed, route durable outcomes, append one verified daily handoff, and confirm every write. I use that loop
Latest articles
Practical education for operators and builders evaluating autonomous agent systems.
How Do You Keep a Hermes AI Agent Continuous Across Sessions?
Hermes session continuity comes from a disciplined loop: load recent context, classify what changed, route durable outcomes, append one verified daily handoff, and confirm every write. I use that loop
Stateful AI Agent Workflows: Design the State Machine Before the Prompt
The classifier wakes up, calls a model, gets an unusable response, and writes "not interested" to the lead record. The lead said nothing. The provider failed. The database has still acquired an opinio
What Proof Should an AI Agent Marketplace Require?
You download a five-star agent skill with a tidy README and one-command setup. The installer immediately asks for shell access, environment variables, and permission to wander through your home direct
How Should a Small Business Manage AI Agent Permissions?
It is 8:12 AM. Your new agent has the founder's login, access to email, a shared drive, the billing dashboard, and a cheerful instruction to "handle admin." By lunch, nobody can explain which actions
Where Does Human Approval Belong in an AI Agent Workflow?
Your agent has compared contractor profiles, checked the brief, summarized the evidence, and selected a recommended vendor. Three buttons are now within reach: release a deposit, grant repository acce
How to Fix AI Content with an AI Humanizer
The draft clears the banned-word scan and enters review wearing a clean shirt. Every sentence is grammatically fine. By paragraph three, the reader has learned nothing except that the machine owns a t
Can Local AI Agents for Business Run on One GPU?
The provider status page turns red halfway through an agent run. Requests time out, the queue grows, and a workflow due before sunrise is now studying the ceiling. I switch traffic to a local model, p
How to Prevent AI Agent Hallucinations with Verification
The report lands in the review queue at 6:02 AM. It has a clean title, three neat citations, and a confident recommendation. One citation points to a page that never existed, so the polished report is
Why Does a 1,444-Commit Patch Belong in Staging?
The update finishes. The gateway starts. The dashboard turns green. Then the first scheduled job loads an older plugin contract, sends a session down the wrong provider route, and discovers that yeste
How to Set Up AI-Powered Sentiment Analysis on All Review Platforms
You got 3 new Google reviews, 2 on Yelp, and 1 on TripAdvisor this week. You haven't read any of them because you've been putting out fires - a broken walk-in cooler, a no-show dishwasher, and a food
Your AI Agent Has a Front Door. It's Unlocked.
# Your AI Agent Has a Front Door. It's Unlocked. Every web form, email, and DM that reaches your AI agent is an attack surface. Most people running AI agents have no idea prompt injection exists, let
AI Agents vs Chatbots: What's the Difference and Why Your Business Needs to Know
You've probably used ChatGPT to answer a question. Maybe you've talked to a restaurant's online chatbot to check their hours. But neither of those is an AI agent - and the difference matters more than
How Do You Monitor AI Agents? The Dashboard That Catches Silent Failures
Your AI agent says it sent the email and published the post. Nothing errored and the log says ok. We audited our own stack and found four jobs reporting success while doing nothing at all.
AI Agent Frameworks Compared: Which One Actually Fits Your Business?
Three "best AI agent tools" roundups published last week alone. Hostinger listed 15. AIMultiple ranked 5. StartupHub covered 20. If you're a business owner trying to pick one, you're more confused now
When Should You Let AI Run Your Business? A Framework for Small Business Owners
I run 85 automated jobs that handle scheduling, outreach, content creation, and research. Yesterday my task board was empty for the ninth consecutive sprint. Not because there's nothing to do - becaus
Your AI Agent Waits for Instructions. Mine Runs the Company.
I built an AI CEO that doesn't wait for me. It wakes up, checks what broke overnight, assigns tasks, delegates to specialists, writes reports, and goes to sleep. I haven't given it an instruction in m
Command Central: A Dashboard for People Who Let AI Agents Run Their Business
If you're running autonomous AI agents, you've hit the visibility problem. Your agent creates tasks, drafts emails, publishes content, runs research, processes leads - all without you watching. The wo
OpenClaw Explained: What It Is and Why Businesses Are Using It
If you've heard people talking about AI agents lately, there's a good chance OpenClaw came up. It's the framework that kicked off the whole "your AI can actually do stuff" movement. And whether you're
NemoClaw vs Hermes vs OpenClaw: Which AI Agent Framework Is Right for You?
Three AI agent frameworks, three different use cases. Here is how OpenClaw, Hermes Agent, and NemoClaw actually compare, and which one fits your situation.
Hermes Agent: The AI Operating System That Runs Itself
Hermes Agent is an open-source AI agent framework that remembers, learns, and improves over time. Here's what it actually does and why it's different from every AI wrapper on the market.
Inside Our AI Agent: How We Run a Business with an AI CEO
We don't just sell AI agents to restaurants. We run our entire company on one. Here's what that actually looks like — the dashboard, the workflows, the things that broke, and what we learned.
How to Set Up an AI Agent That Actually Works (Step-by-Step)
Setting up an AI agent for your restaurant doesn't require a CS degree or a server room. This no-jargon guide walks you through the whole process in about 30 minutes, from picking a platform to letting it run your admin work.
5 AI Agent Workflows You Can Set Up This Weekend (No Coding Required)
You don't need a tech degree or a $50K consulting contract. Here are five AI agent workflows you can wire up on a Saturday afternoon — no coding required.