# Nate Jones — natebjones.com --- title: About url: https://www.natebjones.com/about/ --- # About Me AI Strategist & Product Leader Hey, I'm Nate. I started out overseas (lots of lore there), lived through a few coups, have been kicking around tech for a long time now. Have founded. Have led product teams. Have built AI stuff at Amazon and other places. Lately, I’ve found a bit of a groove chronicling the story of generative AI on TikTok, YouTube, and Substack. It’s been amazing fun to tell a bit of the story of the greatest revolution since the internet (at least). Every day I publish my take on whatever's happening in AI through my newsletter, TikTok, and podcast. No fluff, just my honest perspective on what it all means for people trying to build careers and navigate this weird new world. When I'm not deep in AI-land, I'm probably hiking somewhere in the Pacific Northwest, traveling somewhere new, or watching the Seahawks or the Wolverines. I live in Seattle where the coffee is excellent, the weather is questionable, and everyone's got an opinion about the future. I'm also working on a book about AI and a few other projects somewhere in the product kitchen (and yes, I do cook as well). My philosophy: try stuff. Be ok failing at it. AI is the mother of all power laws and rewards those who are willing to jump in and learn by doing. Learn a bit today, move along that curve, and good luck surfing into this wild new future. (And no, I don’t think AI is going to be SkyNet.) --- --- title: Contact url: https://www.natebjones.com/contact/ --- # Get in Touch Press inquiries, speaking requests, or just want to share an AI tip? ## Thanks for reaching out. I read everything that comes through here. Genuinely. But volume being what it is, I can't promise a personal reply to every message—and I'd rather be honest about that upfront than leave you wondering. If you're a paid Substack subscriber, the fastest way to get my attention is the **paid subscriber chat**. That's where I'm most active and most likely to respond directly. If you're not subscribed yet and want that access (plus daily deep dives, prompt kits, and executive briefings), you can join here: [ Subscribe to Nate's Newsletter](https://natesnewsletter.substack.com). — Nate Inquiry Type Select inquiry type... Press Inquiry Speaking & Events AI Tipline Name Email Organization (optional) Format Select format... Virtual In Person Budget Subject Message Send Message --- --- title: Guide Agents url: https://www.natebjones.com/prompts-and-guides/products/ai-agents/ --- [ Back to Prompts and Guides ](/prompts-and-guides) Guide # The Definitive Guide to AI Agents 2025 ## Guide Overview This guide provides a comprehensive framework for deploying AI agents effectively in 2025. It targets decision-makers and technical teams, focusing on strategic, technical, and organizational factors for success. ## Synopsis ### Plain-Language Summary The guide explores the rapidly maturing AI agent market, projected to grow from $7.92 billion in 2025 to $236 billion by 2034. It emphasizes that success depends on execution, not technology, and provides actionable frameworks for architecture, memory management, security, and buy-vs-build decisions. Case studies highlight successes like Wells Fargo's privacy-first AI assistant and failures like MD Anderson's IBM Watson project. The guide stresses starting with narrow use cases, investing in architecture over features, and prioritizing organizational change management. It also warns that the window for competitive advantage is closing, urging organizations to act decisively and strategically. ### Key Findings • AI agent market projected to grow to $236 billion by 2034. • 42 percent of businesses abandoned AI projects in 2024, up from 17 percent in 2023. • Single-agent systems cost 3–10 times less than multi-agent systems. • Memory architecture impacts intelligence more than model selection. • Wells Fargo processed 245 million interactions with zero failures; MD Anderson lost $62 million. ### Why It Matters / Implications AI agents are transforming industries, but success requires disciplined execution and strategic focus. Organizations that adopt proven frameworks and avoid common pitfalls can achieve durable competitive advantages, while others risk costly failures and missed opportunities. ## Related Research 1. Microsoft – "Taxonomy of Agent Failure Modes." Internal Report, 2024. 2. Wells Fargo – "Privacy-First AI Architecture." Case Study, 2024. 3. IBM – "Watson in Healthcare: Lessons Learned." White Paper, 2023. $48 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guide Claude Code url: https://www.natebjones.com/prompts-and-guides/products/claude-code/ --- [ Back to Prompts and Guides ](/prompts-and-guides) Guide # Claude Code Isn’t for Code: Turning a Coding Tool into Your Personal AI Agent ## Guide Overview This guide empowers non-technical knowledge workers to build persistent AI agents using Claude Code, automating repetitive workflows across legal, marketing, sales, HR, operations, finance, and product domains—without requiring coding skills. ## Synopsis ### Plain-Language Summary (≤150 words) The guide demonstrates how Claude Code transforms into an agent-building platform for non-programmers. By describing workflows in plain English, knowledge workers can deploy AI agents that handle systematic, data-heavy tasks autonomously. Real teams at Anthropic—lawyers building contract analyzers, marketers generating ad variations, HR staff creating policy bots—proved that you don't need coding experience to build operational AI systems. The key insight: the agent's code is just notation for your workflow; you focus on articulating the process, and Claude structures it. ### Key Findings • Non-coders build operational agents: Anthropic's legal, marketing, HR, and ops teams created production agents without programming backgrounds • Measurable efficiency gains: Real-world examples show 2–10× productivity improvements (e.g., Clay's sales outreach, Brex's 94% expense compliance, Charm's 3–6 month audit compressed to days) • Persistent state beats one-shot answers: Agents that save memory, track progress, and learn from feedback outperform stateless chatbots for repetitive work • Start narrow, expand incrementally: Single-task agents (email triage, contract review) build trust faster than attempting full automation upfront • Explicit rules and examples matter: Vague instructions yield mediocre results; clear criteria, examples, and constraints (especially for legal, finance, compliance) drive accuracy ### Why It Matters / Implications Claude Code democratizes workflow automation—knowledge workers no longer depend on IT or developers to automate their jobs. Organizations that adopt this approach accelerate productivity, reduce manual toil, and free staff for strategic thinking. Those that don't risk falling behind as competitors embed AI into daily workflows. The competitive window is open now, but won't stay open long. $110 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guide Mcp url: https://www.natebjones.com/prompts-and-guides/products/mcp-implementation/ --- [ Back to Prompts and Guides ](/prompts-and-guides) Guide # The Complete Guide to Model Context Protocol ## Guide Overview This guide addresses the critical architectural challenge of implementing Model Context Protocol (MCP) effectively in production systems. It targets architects, technical leaders, and decision-makers, demonstrating that MCP success depends less on technology choices and more on placing the protocol in architecturally appropriate layers—where its inherent latency doesn't compromise performance-critical systems. ## Synopsis ### Plain-Language Summary (≤150 words) The guide explains why 95% of enterprise AI projects fail despite having access to good tools. MCP solves the integration problem—allowing AI to access multiple systems through a standardized protocol—but introduces 600ms-3s of baseline latency that makes it unsuitable for customer-facing, latency-sensitive operations. Success requires architectural discipline: deploying MCP as an intelligence layer adjacent to critical paths (not in them), using three proven patterns (Intelligence Layer, Sidecar, and Batch), and implementing rigorous security controls. The guide covers real production deployments from Block, Zapier, and Standard Metrics, showing how companies achieving 50-75% development time savings and 89% AI adoption did so by augmenting human work rather than automating it. ### Key Findings • Latency is inherent, not fixable: MCP's minimum 600ms overhead makes it unsuitable for checkout flows, search boxes, trading systems, or any operation requiring sub-500ms response times • Architecture determines outcomes: Placing MCP in wrong paths adds latency to working systems while solving nothing; correct placement creates compound improvements • Three proven patterns work: Intelligence Layer (MCP alongside transactional systems), Sidecar (enriches requests asynchronously), and Batch (pre-computes intelligence overnight) • Security vulnerabilities are widespread: 43% of analyzed MCP servers contain command injection flaws; CVE-2025-6514 affected 558,000 downloads; Asana exposed 1,000 customers' data for 34 days • Success comes from augmentation, not automation: Companies winning with MCP gather information and enrich decisions but keep humans in control; failures try to replace human judgment with AI automation • The cost and complexity are manageable: Proper implementation requires 6 months, but produces durable competitive advantages versus competitors who failed fast ### Why It Matters / Implications MCP is transforming how work gets done, but architectural placement is the highest-leverage decision—more important than technology choices, security implementation, or feature development. Organizations that deploy MCP correctly as an intelligence augmentation layer see 50-75% productivity gains and sustainable competitive advantages. Those placing it in latency-sensitive paths contribute to the $40 billion waste in failed AI initiatives. The window for competitive advantage is closing as MCP adoption accelerates; decisive, disciplined deployment now separates leaders from followers. $110 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guide Prompt Eng url: https://www.natebjones.com/prompts-and-guides/products/prompt-engineering/ --- [ Back to Prompts and Guides ](/prompts-and-guides) Guide # The Complete Beginner's Guide to Prompt Engineering: Mastering AI Communication in 2025 ## Guide Overview This comprehensive guide teaches prompt engineering as a learnable, practical skill for consistently effective AI communication. It targets knowledge workers, managers, and technical professionals with frameworks, techniques, and real-world strategies to extract maximum value from AI models. ## Synopsis ### Plain-Language Summary (≤150 words) The guide provides a complete progression from AI fundamentals through advanced prompt engineering techniques. It introduces the foundational CLEAR framework, four specialized frameworks (SPEAR, ACE, CRISPE, CRAFT), and nine core prompting techniques ranging from zero-shot to constitutional prompting. Through real-world case studies and practical exercises, it demonstrates that effective prompting is a learnable skill built on clarity, specificity, and iterative refinement—with measurable ROI across multiple business domains. ### Key Findings • Clarity and specificity drive results—vague prompts produce generic responses; structured, detailed prompts yield expert-level output • The CLEAR framework (Context, Length, Examples, Audience, Role) provides a reusable foundation for ~80% of prompting scenarios • Different prompting techniques (Zero-shot, Few-shot, Chain-of-Thought, Persona, etc.) optimize for different task complexity levels and use cases • Real-world ROI ranges from 400-850%, with documented time savings of 50-80%, quality improvements, and significant cost reduction • Prompt engineering is a progressive skill with clear pathways from beginner fundamentals to enterprise-scale solutions ### Why It Matters / Implications As AI becomes integral to knowledge work, prompt engineering proficiency directly determines organizational ROI and competitive advantage. The guide empowers professionals to eliminate trial-and-error, achieve consistent high-quality results, and scale AI solutions across departments. Teams that master these frameworks gain durable advantages through faster execution, reduced revision cycles, and more strategic AI deployment—while those who don't risk wasting resources on ineffective AI implementation. $80 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guide Rag url: https://www.natebjones.com/prompts-and-guides/products/complete-rag/ --- [ Back to Prompts and Guides ](/prompts-and-guides) Guide # From 0 to 5 K: The Complete Simplified Guide to RAG ## Guide Overview This guide introduces Retrieval-Augmented Generation (RAG), explaining its mechanics, benefits, and applications. It targets AI enthusiasts, developers, and enterprises, offering practical steps to implement RAG systems and insights into future trends. ## Synopsis ## Plain-Language Summary (≤ 150 words) RAG combines retrieval and generation to enhance AI accuracy and reduce hallucinations by grounding answers in real-time data. It enables AI systems to access external knowledge sources, making them dynamic and trustworthy. The guide covers foundational concepts like embeddings, chunking, and similarity search, alongside advanced techniques like GraphRAG, recursive retrieval, and multi-modal integration. It provides step-by-step instructions for building RAG systems, scaling them for enterprise use, and avoiding common pitfalls. Real-world examples demonstrate RAG's impact in fields like healthcare, finance, and legal services, where it improves efficiency, accuracy, and decision-making. The guide also explores future advancements, including massive context windows and universal AI-data connectivity protocols like MCP. Readers are equipped with tools, resources, and a 90-day action plan to master RAG and apply it effectively in their domains. ## Key Findings • LinkedIn reduced ticket resolution time by 28.6% using RAG. • RAG market projected to grow from $1.96B in 2025 to $40B by 2035. • Overlapping chunks improve retrieval accuracy by up to 35%. • Hybrid search boosts precision to 95%+ in complex queries. • Hospitals reduced diagnostic errors by 30% with RAG-powered tools. ## Why It Matters / Implications RAG addresses AI's limitations in memory and truthfulness, enabling smarter, more reliable systems. It has transformative potential across industries, improving efficiency, accuracy, and user trust. As AI adoption grows, RAG will be critical for integrating real-time knowledge into applications. ## Related Research 1. Lewis et al. – "Retrieval-Augmented Generation (RAG)." Facebook AI, 2020. 2. Microsoft Research – "GraphRAG: Knowledge Graphs in Retrieval-Augmented Systems." Microsoft, 2023. 3. Anthropic – "Model-Context Protocol (MCP)." Anthropic, 2025. 4. OpenAI – "WebGPT: Browser-Augmented Language Models." OpenAI, 2021. 5. LinkedIn – "RAG for Customer Support Optimization." LinkedIn Engineering Blog, 2024. $98 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guide Vibe Coding url: https://www.natebjones.com/prompts-and-guides/products/vibe-coding/ --- [ Back to Prompts and Guides ](/prompts-and-guides) 17 Prompts Vibe coding # Vibe coding ## Pack Overview "Prototype the vibe, then ship—code that honors your vision. From moodboard to minimal repo—tasteful by default. Style meets speed—expressive UI without the mess.” ### Prompt Level All ### Customization Modifiable ### Experience Type LLM-Conversation ### Tool Compatibility All ## Prompts Included * ### Vibe Code Product Builder Step-by-step guide to build a working prototype in Lovable.dev with LLM integration and Outseta payments. Designed for complete beginners with weekly build plans and copy-paste prompts. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Metrics Builder Define success metrics by linking controllable actions to business outcomes. Delivers metric theory, 3 key metrics, targets, data sources, and review cadence with visualization methods. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### User Feedback Survey Create actionable post-launch feedback survey. Includes survey intro, 5 targeted questions, deployment method, and iteration actions tied to feedback signals. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Business Model Validator for AI Products Validate business model through customer discovery, financial modeling, risk assessment, and validation experiments. Runs in 1-2 weeks with actionable metrics. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Lean MVP Scope Cutter Trim product to minimal essential features for MVP. Identifies core pain, 2-3 must-have features, deferred features, and minimum success criteria with concrete metrics. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Context Packager Extract and organize project details from raw notes into a structured Context Slug. Identifies project name, stage, customer personas, value proposition, tech stack, business model, and constraints in 2-3 sentences. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Customer Question Interview Generator Generate interview questions to validate product demand across 5 customer segments. Creates 2 open-ended questions per segment to uncover needs, pain points, and willingness to pay. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Launch Execution Playbook (90-Day Plan) 90-day launch plan broken into Pre-Launch, Launch, and Growth phases with specific weekly actions, copy-paste messaging, and metrics tracking for solo founders. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Risk Analyzer Coach Identify top 3 risks for product MVP launch. Provides risk descriptions, impact/likelihood matrix, mitigation strategies, and monitoring plan with specific metrics. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Product Feature Prioritizer Rank features by core pain alignment, value impact, and effort. Creates prioritization table with must-haves, optional, and deferred features with justifications. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Funding Pitch Deck Coach Outline 8-10 slide pitch deck structure with titles, key points, narrative flow, investor questions, and timing for 10-minute presentation. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Market Opportunity Scanner for AI Side-Hustles Identify 3-5 specific AI side-hustle opportunities buildable in 1-4 weeks with market gaps, target customers, revenue potential, technical complexity, and real examples. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Competitive Threat Analyst for AI Startups Evaluate risk that major model makers or adjacent players will compete within 12-18 months. Includes threat assessment, entry triggers, and mitigation strategies. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Growth Strategist Playbook Identify and implement context-appropriate growth levers for scaling AI products to $10K+ MRR. Includes implementation steps, exit scenarios, and key metrics buyers evaluate. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Investor Q&A Prep Prepare for tough investor scrutiny with 10 brutal questions exposing weaknesses. Includes honest answers, follow-up attack scenarios, and stress-testing methods. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Vibe Coder Technical Spec This produces conversational technical specs by structuring project context, technical approach, scope boundaries, key decisions with tradeoffs, and open questions. It creates pragmatic collaborative documentation that balances implementation speed with technical clarity. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All * ### Product Manager PRD This structures product requirements documents for cross-functional alignment by capturing problem statement, success metrics, user stories, requirements, and technical considerations. It produces clear user-focused PRDs that define why and what while leaving engineering space for how. Level: All Experience: LLM-Conversation Customization: Modifiable Tools: All $40 One-time purchase No longer available for purchase Instant download 7-day money back guarantee Lifetime access ### --- --- title: Guides url: https://www.natebjones.com/prompts-and-guides/ --- # Products Discontinued We're sorry, but prompts and guides are no longer available for purchase. If you previously purchased a prompt pack or guide, you can still access all your products through your dashboard below. ## Interested in Prompts & Guides? Don't worry! You can find all of Nate's latest prompts and guides directly on his Substack. [ Visit Nate's Substack ](https://natesnewsletter.substack.com/) ## Access Your Dashboard **For past purchasers only:** Enter the email you used to purchase a prompt pack or guide to receive a secure link to access all your purchased products. Email Address Send Dashboard Link Don't have an account? No problem! Access is linked to your email address. If you've made a purchase, enter the email you used and we'll send you a secure link. ### --- --- title: Home url: https://www.natebjones.com/ --- ✨ NEW: Introducing HeyPresto.ai — An AI Prompt Expander that helps you think bigger [ Try HeyPresto.ai ](https://heypresto.ai) 🚫 Zero Hype Zone # Make Sense of AI—Fast Deep analysis, actionable frameworks, zero hype. [ Subscribe on Substack ](https://natesnewsletter.substack.com) > "I work at Microsoft and lead a team of Data & AI Cloud Solution Architects. I have been in Data & AI for 10 years at Microsoft. Nate is the best source of information on rapid changes in LLMs and in fact, I created a TikTok account only to watch his updates. His curiosity, mindset, and wonderful mix of joy and realism is infectious. Highly recommended." Matt Morrell Director , Microsoft > "I've taken courses from Wharton, Microsoft & LinkedIn, among others, in this subject area. Nate's course is by far the best of any item engaged with. What makes it stand out is how laser focused he is on extracting practical applicability from virtually every minute of this program, tailored to the individuals that comprise each cohort. I highly recommend it." Justin COO , Dew Wealth Management > "Nate, I love your work. I am a professor (Australia and US) whose work revolves around metacognition and I now build AI tools for complex decision making for a start-up. I find your analysis to be spot on and really helpful … I really respect you." Anthea Roberts Professor & AI-tool founder > "I first discovered Nate through social media and was immediately drawn to his expert analysis of AI developments … Whether you're a professional looking to future-proof your career or an entrepreneur seeking to harness AI's potential, Nate's expertise offers a clear roadmap for success in the AI age." Jaz Sr. Technical Program Manager , Netflix > "I'm closely following AI, and you are, by far, the most cogent, sensible, and insightful AI resource I can find. In trying to launch an AI venture, you're my MVP." Phil Former Fortune 100 HR-Tech Executive > "This course was an exceptional way to catch up on recent changes in the AI landscape and Nate does an incredible job framing how anyone can best upskill their AI usage in the modern world." James Staff Site Reliability Engineer , Addgene > "Honestly the smartest, hardest working AI/Product content out there. I've incorporated many of Nate's 'hot takes' in my day-to-day business life." Eric Ediger Product Leader > "You slowed the chaos just enough for it all to click. You helped me build a real foundation, so when things didn't work, I knew why—and what to try next … Basically you take away the fear." Older Sister Paid Subscriber > "You're doing awesome work Nate, thank you. And I say this being an 'AI Expert' with decades of experience in AI … I always appreciate your TikTok posts and now reading your Substack, so I wanted to say 'Thank you' with a subscription :-)" Kosmas Karadimitriou AI Expert > "This course taught me the fundamental skills required to apply AI in my business operations … The course delivered exactly the right training for me to move from AI side projects into daily work applications." Benjamin Owner/Partner , Engageably > "I work at Microsoft and lead a team of Data & AI Cloud Solution Architects. I have been in Data & AI for 10 years at Microsoft. Nate is the best source of information on rapid changes in LLMs and in fact, I created a TikTok account only to watch his updates. His curiosity, mindset, and wonderful mix of joy and realism is infectious. Highly recommended." Matt Morrell Director , Microsoft > "I've taken courses from Wharton, Microsoft & LinkedIn, among others, in this subject area. Nate's course is by far the best of any item engaged with. What makes it stand out is how laser focused he is on extracting practical applicability from virtually every minute of this program, tailored to the individuals that comprise each cohort. I highly recommend it." Justin COO , Dew Wealth Management > "Nate, I love your work. I am a professor (Australia and US) whose work revolves around metacognition and I now build AI tools for complex decision making for a start-up. I find your analysis to be spot on and really helpful … I really respect you." Anthea Roberts Professor & AI-tool founder > "I first discovered Nate through social media and was immediately drawn to his expert analysis of AI developments … Whether you're a professional looking to future-proof your career or an entrepreneur seeking to harness AI's potential, Nate's expertise offers a clear roadmap for success in the AI age." Jaz Sr. Technical Program Manager , Netflix > "I'm closely following AI, and you are, by far, the most cogent, sensible, and insightful AI resource I can find. In trying to launch an AI venture, you're my MVP." Phil Former Fortune 100 HR-Tech Executive > "This course was an exceptional way to catch up on recent changes in the AI landscape and Nate does an incredible job framing how anyone can best upskill their AI usage in the modern world." James Staff Site Reliability Engineer , Addgene > "Honestly the smartest, hardest working AI/Product content out there. I've incorporated many of Nate's 'hot takes' in my day-to-day business life." Eric Ediger Product Leader > "You slowed the chaos just enough for it all to click. You helped me build a real foundation, so when things didn't work, I knew why—and what to try next … Basically you take away the fear." Older Sister Paid Subscriber > "You're doing awesome work Nate, thank you. And I say this being an 'AI Expert' with decades of experience in AI … I always appreciate your TikTok posts and now reading your Substack, so I wanted to say 'Thank you' with a subscription :-)" Kosmas Karadimitriou AI Expert > "This course taught me the fundamental skills required to apply AI in my business operations … The course delivered exactly the right training for me to move from AI side projects into daily work applications." Benjamin Owner/Partner , Engageably ## Latest from Substack Weekly deep dives into what's actually working (and what isn't) in AI implementation. ### The agent web is being built this month — by Coinbase, Cloudflare, Stripe, and OpenAI simultaneously (+ my guide to set up OpenClaw without losing your mind) Watch now | The plot thickens: agents just got wallets, shell access, and payment rails. Here's why this matters.... [ Read on Substack ](https://natesnewsletter.substack.com/p/coinbase-stripe-and-cloudflare-all) Feb 21, 2026 ### OpenAI is charging $20K/month for an AI employee — and enterprise buyers think it's cheap Watch now | The $20K AI employee is here — and it changes everything about who gets hired next.... [ Read on Substack ](https://natesnewsletter.substack.com/p/openai-is-charging-20kmonth-for-an) Feb 20, 2026 ### A $3 million karaoke company just triggered a global logistics selloff + the 3 categories that tell you whether to panic or buy Watch now | Wall street’s AI panic is wrong—but not the way you might think.... [ Read on Substack ](https://natesnewsletter.substack.com/p/a-karaoke-company-just-erased-174) Feb 19, 2026 ### The dark factory is real, most developers are getting slower, and your org chart is the bottleneck (plus 5 prompts to get from level 2 to 5) Watch now | Three engineers at StrongDM run a software factory where no human writes code and no human reviews code.... [ Read on Substack ](https://natesnewsletter.substack.com/p/the-5-level-framework-that-explains) Feb 18, 2026 ## Join Thousands Learning AI That Actually Works Real practitioners sharing real results across platforms Loading follower counts... 64K+ AI Practitioners ## Join the No-BS AI Community Private Slack for AI practitioners who care more about shipping than hype. Share real prompts, debug production issues, and learn from actual implementations. ### What you get: * Production prompt library * Vendor evaluation templates * Weekly implementation reviews * Direct access to Nate [ Join the Community ](https://natesnewsletter.substack.com) $200/year ($16.67/month) or $20/month ## Access Your Dashboard **For past purchasers only:** If you purchased a prompt pack or guide in the past, enter your email to receive a secure link to access all your purchased products. Email Address Send Dashboard Link ### Interested in Prompts & Guides? Don't worry! You can find prompts, guides, and AI insights on [Nate's Substack](https://natesnewsletter.substack.com). [ Visit Substack ](https://natesnewsletter.substack.com) ### --- --- title: Projects url: https://www.natebjones.com/projects/ --- # Projects A selection of my work in AI implementation, strategy, and product development. AI/ML DevTools LLM ### PromptKit Pro A comprehensive toolkit for prompt engineering, designed to help you craft, test, and manage prompts for large language models efficiently. [ View Project ](https://www.promptkit.pro/) AI/ML Assessment Education ### AI Cred The standard for AI fluency assessment. A personalized 30-minute evaluation that measures competency across five dimensions and generates individualized learning plans. [ View Project ](https://aicred.ai/) AI/ML Productivity Prompting ### HeyPresto Transform ideas into action. Turn vague intentions into structured, actionable prompts with zero ambiguity. [ View Project ](https://heypresto.ai/) --- --- title: Substack url: https://www.natebjones.com/substack/ --- # Popular Writing A collection of my most-read deep dives on AI strategy, implementation, and leadership. ### The Complete AI Learning Roadmap for 2025: Go From Zero to ChatGPT-5 Ready before ChatGPT-5 Comes Out! I wrote the AI Guide I wish I had starting out: fresh GPT-5 coverage, no-fluff explanations, a curated learning toolkit, and the influencers, researchers, and builders to follow now. [ Read on Substack ](https://natesnewsletter.substack.com/p/the-complete-ai-learning-roadmap?r=1z4sm5) Jun 30, 2025 ### Ready for ChatGPT-5: Grab a Complete 139 Page Prompting Guide That's a Complete Operating System for Life and Work Get ahead of ChatGPT-5 with my 139 page prompt playbook that's build to fully harness the full power of today's models to tackle strategy, trade-offs, learning and crisis with systematic AI workflows [ Read on Substack ](https://natesnewsletter.substack.com/p/ready-for-chatgpt-5-grab-a-complete?r=1z4sm5) Jun 26, 2025 ### Beyond the Perfect Prompt: The Definitive Guide to Context Engineering—The Next Revolution in Artificial Intelligence Why context engineering will define how intelligent systems behave—and why you need to understand it now in order to understand AI agents, the evolution of AI job roles, and where AI is going in 2026! [ Read on Substack ](https://natesnewsletter.substack.com/p/beyond-the-perfect-prompt-the-definitive?r=1z4sm5) Jun 20, 2025 ### The Definitive Guide to AI Agents in 2025: Technical Implementation, Strategic Decisions, and Market Reality AI Agents are THE defining technology trend of 2025—and I've finally written the comprehensive implementation guide that simply doesn't exist anywhere else on the internet. Long read, but worth it! [ Read on Substack ](https://natesnewsletter.substack.com/p/the-definitive-guide-to-ai-agents?r=1z4sm5) Jun 17, 2025 ### I Summarized Mary Meeker's Incredible 340 Page 2025 AI Trends Deck—Here's Mary's Take, My Response, and What You Can Learn Yes, it's really 340 pages, and yes I really compressed it down, called out key takeaways, and shared what you can actually learn about building in the AI space based on 2025 macro trends! [ Read on Substack ](https://natesnewsletter.substack.com/p/i-summarized-mary-meekers-incredible?r=1z4sm5) Jun 02, 2025 ### Learn AI The Easy Way: A Complete Visual Guide to All 16 of the Best AI Models In the World, Including ChatGPT, Claude, Grok, and More! This one is for anyone who's ever had trouble picking an AI model. Now you can! I have printable cue cards, exercises for kids and adults alike, and an overview of the 16 best models in the world! [ Read on Substack ](https://natesnewsletter.substack.com/p/learn-ai-the-easy-way-a-complete?r=1z4sm5) Jun 03, 2025 ### Surfing the Guardrails: 7 Production-Grade Prompting Patterns I Stole from Claude's (Alleged) System Prompt A 10,000-word system prompt leak reveals a new 80-20 rule for prompting and challenges us to be specific (and defensive) in how we prompt! I dig into the specific tactics and how to apply them here [ Read on Substack ](https://natesnewsletter.substack.com/p/surfing-the-guardrails-7-production?r=1z4sm5) May 29, 2025 ### Taming the Genie: How to Read the Code You Just Wished Into Existence You've rubbed the lamp—an AI genie handed you 1,000 shiny lines and it all runs, for now. Peek behind the purple smoke, trace each spell, and keep your newfound magic from biting back. [ Read on Substack ](https://natesnewsletter.substack.com/p/taming-the-genie-how-to-read-the?r=1z4sm5) May 07, 2025 ### Your Prompt Is the Product: Working with o3 & o4-mini-high in the Agentic Era A hands-on playbook for turning OpenAI's newest reasoning models into agents that think, verify, and act—plus key prompt simplifiers that work with more advanced, tool-using reasoning models! [ Read on Substack ](https://natesnewsletter.substack.com/p/your-prompt-is-the-product-working?r=1z4sm5) Apr 24, 2025 ### We killed your startup, lol—what to build when Sam Altman keeps shipping better models What do you build when the models just keep getting better? I wrote a guide for builders, startup founders, and frankly anyone who is worried these days about their job because they work at a startup! [ Read on Substack ](https://natesnewsletter.substack.com/p/we-killed-your-startup-lolwhat-to?r=1z4sm5) Apr 22, 2025 ### Your Team is Using AI Wrong: The Hidden Pattern Behind High-Performing AI Teams The best teams aren't just using AI differently—they've discovered something deeper about how humans and machines think together. Here's what everyone else is missing. [ Read on Substack ](https://natesnewsletter.substack.com/p/your-team-is-using-ai-wrong-the-hidden?r=1z4sm5) Apr 11, 2025 ### The AI Resume Survival Guide (for 2025 and Beyond) Resumes aren't doing their jobs anymore because of AI. So I wrote a reset for the AI age: how to talk about AI well, how to use AI in resume creation, and how to handle AI resume checkers [ Read on Substack ](https://natesnewsletter.substack.com/p/the-ai-resume-survival-guide-for?r=1z4sm5) Apr 16, 2025 ### How I Think About MCP: A Practical Guide to Tool Use in AI Agents What Model Context Protocol really is, where it does and doesn't work, how it compares to APIs and LangChain, and why I think it's the cutting edge of software on the web now! [ Read on Substack ](https://natesnewsletter.substack.com/p/how-i-think-about-mcp-a-practical?r=1z4sm5) Apr 09, 2025 ### From 0 to 5K: The Complete Simplified Guide to Getting Going with AI A step-by-step system for turning AI into your daily partner—from spite-driven development to workflows that make everything from writing to analysis WAY easier. Aimed at beginners this time! [ Read on Substack ](https://natesnewsletter.substack.com/p/from-0-to-5k-the-complete-simplified?r=1z4sm5) Apr 08, 2025 ### My Prompt Stack for Work: 16 Prompts In My AI Toolkit That Make Work a LOT Easier These prompts cover everything from presentations to product to analyzing customer data to smart tradeoff thinking—they show how I'm using smart prompts to make AI a true partner at work! [ Read on Substack ](https://natesnewsletter.substack.com/p/my-prompt-stack-for-work-16-prompts?r=1z4sm5) Apr 04, 2025 ### Nate's Secret Sauce: A Prompt Engineering Masterclass using 19 Prompts To Write a 47-Page Report on the History of AI A Complete Guide to how I use ChatGPT-4o, o3-mini-high, o1-Pro, and Deep Research to Craft Prompts That Unlock Incredible Deep Dive Reports—Prompts and 47 Page Report Included! [ Read on Substack ](https://natesnewsletter.substack.com/p/nates-secret-sauce-a-prompt-engineering?r=1z4sm5) Apr 02, 2025 ---