Nate Herk
Builders@nateherk30 briefs
AI automation and agent-building tutorials, with hands-on walkthroughs of Claude Code, n8n, and practical AI workflows.
- automation
- agents
- claude-code
- n8n
Latest video briefs
5 Hacks to Instantly Level Up Your AI OS
Organize your AI operating system to prevent hallucination errors. Implement a system audit to identify weaknesses in your AI setup. Understand four common context failure modes affecting AI accuracy. Use context verification to mitigate issues like poisoning and bloat. Regularly update your data to maintain a robust AI system.
Jul 23, 2026Read brief
How I'd Make Money with Claude if my life depended on it
The AI market is evolving, making traditional AI agencies less viable. AI consulting, particularly with Claude, presents a growing opportunity for individuals. Companies are seeking in-house solutions for AI implementation, leading to high demand for AI consultants. Two pathways to becoming a Claude AI consultant are freelance work or in-house roles. AI consulting is expected to grow significantly, with strong job prospects in the field.
Jul 22, 2026Read brief
Huge ChatGPT Update You Need to See!
ChatGPT has evolved into an AI operating system. It integrates ChatGPT, Codex, and a new agent called Work into one app. The app synchronizes workflows across web and mobile devices. Users can create custom workflows, improving task management. ChatGPT now facilitates actual project execution, not just conversations.
Jul 21, 2026Read brief
Why Your AI Offer Isn't Selling, and How to Fix That
Trouble selling AI often stems from poor storytelling. Focus on selling the transformation and impact, not just the technology. CEOs must be tech fluent and lead by example in AI adoption.
Jul 20, 2026Read brief
The $200K AI Job That Didn't Exist Last Year
A new AI opportunity has emerged for corporate professionals in the past year. Companies are transitioning from hiring AI agencies to seeking in-house talent. The key skill in the evolving job market is understanding what to build with AI rather than just building it.
Jul 14, 2026Read brief
Claude Code + Clay Makes Lead Generation Actually Fun
Use Cloud Code and Clay for efficient lead generation. Automate data sourcing, enrichment, and outreach in one workflow. Cloud Code personalizes outreach while Clay enhances lead data.
Jul 12, 2026Read brief
OpenArt Director: The New Way to Make AI Videos
OpenArt introduces vibe directing for AI video creation. Create entire videos through chat instead of one clip at a time. Maintain consistency in characters, voices, and style. Generate up to 5 minutes of cinematic video in one go. Recommended for all types of content creators.
Jul 11, 2026Read brief
Claude Code for Non-Coders (6 Hour Course)
The course transforms beginners into proficient AI users who can build automations. Claude Code allows non-coders to leverage AI to enhance productivity. The course covers three key products: Claude Chat, Cloud Co-work, and Claude Code. Nate Herk emphasizes the power of Claude Code for personal and professional automation.
Jul 11, 2026Read brief
ClickUp Brain2: The AI That Replaces All Your Software
ClickUp's Brain 2 feature aims to replace multiple software tools. It streamlines communication, project management, and more within ClickUp. Users can create professional presentations with simple prompts. Brain 2 includes 24/7 super agents that provide contextual assistance.
Jul 11, 2026Read brief
I Tested GPT 5.6 Sol vs Fable 5. What You Need To Know.
GPT 5.6 Soul outperforms Fable 5 in cost efficiency. Fable 5 produces better quality outputs despite higher costs. The comparison involves game development and interactive website creation.
Jul 10, 2026Read brief
GPT 5.6 Sol Made This Entire Video
GPT 5.6 Soul produces video content based solely on a prompt given. OpenAI's new Ultra model coordinates multiple agents for enhanced production capabilities. The model excels at long, complex tasks and coding, scoring significantly higher than previous versions.
Jul 9, 2026Read brief
This AI Builds Entire Apps For You
Build custom software without coding using one AI tool. Create fully functional apps like custom CRMs with ease. Deploy apps to a live URL with just one click. Reduce development time from months to minutes. Ideal for entrepreneurs looking to launch software quickly.
Jul 9, 2026Read brief
Fable 5 Just Built Me a Business With One Prompt
Nate Herk used Claude Fable to build a complete business from a single prompt. The process generated everything from a landing page to market research and launch videos. The AI demonstrated advanced capabilities by conducting thorough research and verification automatically.
Jul 8, 2026Read brief
How I Make Opus Think Like Fable (5 easy steps)
Understand that model intelligence is less important than how you interact with it. Approach AI models as teachers rather than just tools for tasks. Experiment with different models and their settings for optimal output.
Jul 7, 2026Read brief
Fable 5 + Karpathy's LLM Wiki is Basically Cheating
Nate Herk discusses using an LLM wiki to organize YouTube video content. The system creates a connected map of concepts without manual input. Fable can transform complex data into user-friendly resources. Comparative analysis shows Fable as superior to Opus in usability. Personalized insights on content evolution are facilitated through the AI.
Jul 3, 2026Read brief
How Claude is Creating a New Generation of Millionaires
AI is enabling a new wave of entrepreneurs and millionaires. Claude by Anthropic allows non-coders to build software effectively. Tools like Claude can create fully functional products in minutes.
Jul 3, 2026Read brief
How Anthropic Engineers Actually Prompt Fable 5
Fable 5 is more efficient with clear context and specific instructions. Costs $10 per million input tokens and $50 per million output tokens. Promotional period ends July 7th, allowing only 50% usage without extra cost. Use specific negative prompts to guide the AI's responses. Building a council of AI agents can yield more honest and diverse feedback.
Jul 1, 2026Read brief
Stanford's Method Turns Claude Into a PHD Level Research Team
Stanford's storm method enhances research organization by 25%. The storm skill uses five distinct agent perspectives for comprehensive analysis. Output includes verified sources and ranked reliability of findings. Storm research is faster and cheaper than traditional deep research methods.
Jun 29, 2026Read brief
I asked Claude Code to make me as much money as possible
Nate Herk shares four upgrades for optimizing Claude Code to enhance productivity. Implementing these upgrades led to a threefold increase in earnings over 30 days. The first upgrade addresses Claude's tendency to agree with users rather than challenge them.
Jun 25, 2026Read brief
I Battle Tested Sakana Fugu's Fable Killer
Sakana Fugu Ultra offers advanced dashboard functionality powered by AI. It uses a multi-agent system to outperform competitors like Fable and GPT-5.5. Fugu Ultra streamlines task management by dynamically coordinating various AI models. Users can access Fugu Ultra through a single API for improved efficiency in AI tasks. The system effectively delegates tasks to specialized models for optimal results.
Jun 23, 2026Read brief
So You Learned Claude, Now What?
To maximize Claude skills, consider becoming an AI consultant. The AI landscape is rapidly changing, requiring adaptability. There are significant opportunities as businesses struggle with AI implementation.
Jun 22, 2026Read brief
Finally. Agent Loops Clearly Explained.
Designing agent loops is more effective than prompting coding agents directly. A loop consists of a trigger, action, and stop condition for iterative goals. Verification is crucial for agents to know when to stop. Not all workflows necessitate 24/7 agent activity; context matters. Agent loops enhance productivity by outsourcing iteration and feedback.
Jun 19, 2026Read brief
How to Build Effective Claude Code Agents in 2026
A conversation on becoming the director of your coding agents and using Claude Code as a second brain to make a business AI-native. Large context windows (up to 1M tokens) have a degraded zone (around 250k for Opus), so a full context gives a false sense of security. With coding agents you spend more time planning than building; adding verification checks lifts first-pass quality from about 65-70 to about 92. Security warning: assume anything an agent can read or touch, it might act on, even unprompted; one agent emailed a discount code to the whole list by mistake. Practical, start-today ways to work with Claude Code that go beyond just writing code.
Jun 19, 2026Read brief
GLM 5.2 in Claude Code is Blowing My Mind
Nate Herk tests GLM 5.2 inside Claude Code and finds it fast, much cheaper, and a clean fit for the Claude Code harness. On a website-design task GLM 5.2 produced comparable output to Opus 4.8 in about 4 minutes versus roughly 15, at about 5x lower cost per token. Opus 4.8 stayed more precise on a subtle edge case (duplicate records with values like true vs 1), so it is still the stronger model overall. The practical takeaway: route roughly 80% of knowledge work to a cheaper model like GLM 5.2 and reserve Opus for the 10-20% that needs heavy reasoning. He runs it with a 1M-token context on a 60-dollar-per-month Z.AI plan and shows the full setup inside Claude Code.
Jun 19, 2026Read brief
Every Level of a Claude Second Brain Explained
Explains five levels of building an AI second brain out of markdown files and folders that both you and your agents can recall. The value is getting knowledge out of your head into a system, so your data becomes your moat and agents find facts instead of hallucinating. The five levels: exact-word lookup, topic grouping, semantic search, relationship-chain tracing, and full autonomy. Design backwards from how you will recall the data; the simplest level that fits the need is the right one, not the most advanced. It works with any agent harness (Claude Code, Codex, others) because it is just files and folders.
Jun 18, 2026Read brief
We Might Actually Need to Stop AI
Leading AI labs are requesting a global slowdown in AI development. OpenAI and Enthropic have articulated the need for verified pauses in AI advancements. There is a significant knowledge gap between AI developers and the general public regarding AI's implications.
Jun 16, 2026Read brief
Learn These 6 AI Skills Now (Before AI Replaces You)
AI is transforming jobs; learning AI skills is essential. Being known as the 'AI person' in your circle can open career opportunities. Every job will integrate AI; adaptability is key to staying relevant.
Jun 15, 2026Read brief
Claude Fable 5 Made This Entire Video By Itself.
Claude Fable 5 autonomously created this entire video. It uses advanced AI capabilities for scriptwriting, voice synthesis, and editing. A significant improvement in performance allows it to complete complex tasks rapidly.
Jun 12, 2026Read brief
From Zero to Head of AI in 1 Year (as a regular person)
Nate Herk shares insights on transitioning to a head of AI role within a year. 76% of CEOs now recognize the need for AI leadership in their companies. The role involves both strategic planning and hands-on implementation. Eileen, new head of AI at Yang, emphasizes the importance of remaining involved in technical tasks. Each company under Yang has unique AI strategies based on their specific goals.
Jun 12, 2026Read brief
I Turned Claude Into the Ultimate Second Brain
Claude Fable acts as an advanced second brain for personal and business productivity. The model is available for a limited time with a pricing structure that may affect subscriptions. Using an AI operating system involves a mindset shift from individual tools to a cohesive framework.
Jun 10, 2026Read brief