Articles

Most open-weight LLMs aren't open source. A builder's map to who ships open models in 2026, what they cost, where they run, and when to skip closed.

Build a second brain with Obsidian and Claude, it remembers your work, links itself, answers across your history, and get smarter over use. By the end, a

LLMs parse text by structure and position, not prose. How to format prompts, CLAUDE.md, and posts (Markdown, XML, JSON) so AI follows and cites you

Use the Canva MCP to make Claude build editable, on-brand infographics, carousels, and social posts on a free Canva plan. No Canva Pro, no design skills.

The multi-step agent approach to cover consistency fails at every handoff. FastMCP's Image type fixes it at the source.

The loop that stops Claude from faking the finish — writing, coding, and research, with real prompts and a starter kit.

I tested across 15 platforms (Reddit, Amazon, YouTube, Hacker News, and more), with the real runs, real costs, and the free tier that actually holds for each.

LinkedIn VOC research, Visual generation, and a deployed product page in 10 minutes, plus 9 workflow prompts to expand from each level for your workflows

A site put a live price tag on raw instructions. The public ledger shows what the market thinks they're worth.

Search layer and extract layer, tested across Reddit, HN, Product Hunt, YouTube, Amazon, G2, App Store, GitHub Issues, and more. Real output shown, verdicts on what failed.

Connectors, plugins, MCP Apps, A2A — the vocabulary multiplied faster than the documentation. One architecture makes all of it click.

How I accidentally built an AI agent that earns me $0.002 per run. And what the pay-per-result means for anyone using and building AI tools right now.

Claude spins up 100 agents to research and verify one task. What the feature does, plus how to run the same pattern in any AI tool.

Turn any course, meeting, or video into a queryable source. Claude Code + NotebookLM MCP. No rewatching required.

19 starting points from daily work, personal life, and family time. Each mapped to four build levels: Task, Workflow, App, and Agent.

163 people saw the landing page. 2 bought. Here's the 3-month experiment that took him from 1% to 8% conversion rate, one variable at a time.

Build a Claude skill that holds up: the full sequence for triggers, body, references, testing, and maintenance, refined on one real skill across 14 evals.

Use these 3 prompts framework to build AI mentors from your favorite creators, so you can consult on demand

Skills, MCP connectors, plugins, scheduling, setup, and what to do when your org locks it down

I ran it on Alex Hormozi and Justin Welsh: their offer stack, content strategy, tech stack, and exactly what to steal. And how you can get the most of it.

A practical framework for money making decisions, hiring digital mentors, and building autonomous tasks that run without you, with live build using Claude

Use Claude in Chrome for more than summaries: setup, forms, criteria checks, research workflows, product QA, and real failure modes.

The product map Anthropic never drew: four scheduling modes, five surfaces, and one failure-cost test that routes every automation job.

7 recurring tasks worth scheduling today, with necessary tools, inputs, outputs, and starter prompts for each.

Connect NotebookLM to Claude Code via MCP in 15 minutes. Two install options, 9 weekly use cases, save hours and tokens without a Perplexity subscription.

Step-by-step guide to connecting Ollama’s local models to Claude Desktop via the gateway — no API costs, no cloud, runs fully offline.

Real workflows from real users, the honest dropouts, and the friendlier Claude Code alternative most people don’t reach for.

6k subscribers, 200+ paid in 12 months — full-time job, two toddlers. The 3-level system + Claude fast track that made it work.

What's free, what's bundled with the paid subscription, what I've retired, and what runs quietly in the background — the full list.

The complete guide to vibe coding — tools, prompts, production mistakes, and 17 articles from someone who's shipped 12 apps this way.

The full index: from understanding what agents are, to choosing the right tool, setting up OpenClaw, and building agents that work while you sleep.

What actually changed in Claude Code's April 2026 redesign, how it compares to Cursor now, and the exact migration map I used to sort 18 OpenClaw automation jobs.

Every way to build an MCP. Which MCP pattern fits your project, how to build it step by step, what works and what breaks. Every command verified from 6 real MCPs I shipped.

The setup changes, session habits, and Desktop tips that keep costs from compounding

The research, writing, Substack, and workflow tools I built for paid members, and how to start using them.

Learn when to use MCP vs skills vs plugins in Claude Code. Real token costs, decision framework, and examples from a live content system built on all three.

Everything on Claude: projects, examples, MCP, skills, plugins, agents, and prompts. 35+ guides on every term, every build, and every comparison, organized by what you're trying to figure out.

A practical AI research framework for learning, finding specific answers, and pressure-testing ideas, with live walk through

The chronological journey from zero to now, with every article I wrote at each stage. No retrospective polish.

18 tasks tested across all 5 Claude remote modes: Dispatch, Scheduled Tasks, Computer Use, Chrome, code triggers. Exact prompts, real times, honest verdicts.

The AI setup that scans 177 products across 5 platforms and surfaces what your own product is still missing.

A sprint program for people who already use AI and want to build real things with it.

If your AI output is inconsistent, this guide is for that.

The spec habit, the 80/20 wall, and the 5-project arc: everything before and after the install

100+ images, 20+ prompts, real verdicts, and the one MCP setup that made large-scale testing manageable.

The multi-account Gmail MCP setup, prompts, and workflows behind my 40-second morning brief.

The shift from AI user to AI builder isn’t about learning more tools. Here’s what it really looks like, and why your existing expertise is already the starting point.

Complete walkthrough for local and cloud installation — plus the cron job that messages you without being asked

I tested 11 plugins, fixed broken marketplace files, and built a judgment framework. This is what I'd keep, skip, and watch.

Step-by-step MCP server setup for Claude Code and Claude Desktop. Covers stdio, HTTP, OAuth types, exact config locations, and connection error fixes.

Claude Code, Cursor, v0, Lovable, Bolt, Replit, Firebase, and Gemini CLI on the same spec. 3-stage evaluation. One crashed. All 8 failed social SEO.

A practical guide for choosing between chatbox, workflow engine, and agent

Seven clients, one config format — exact setup steps and a decision table so you know which method to start with

A live office hour showing exactly how I use OpenClaw to automate social media, SEO, content, and engagement — and what surprised me most.

The most-posted format turns out to be the worst performer. Five data-backed patterns from notes across 9 AI and tech creators.

A practical Claude adoption guide: get Claude to know you, make the most of the ecosystem, and start with the right workflow for your role.

Why the decisions you make before your first real user will define everything that comes after

OpenClaw is a self-hosted AI agent that runs on cron, connects to 17,000+ skills, and manages workflows 24/7. Tested for 6 weeks.

Use these MCPs to do research, sell, build, publish, debug. Without breaking your chain of thought.

Every prompt shows how much time it earns back. Copy-paste the ones worth your time.

Claude has two plugin systems — developer CLI and Desktop app. Launch dates, plan requirements, real install gotchas, and comparison to ChatGPT and Gemini.

Build to Launch Friday: Meet Gamal, the systems alchemist who runs a one-man AI agency with a physical planner

Step-by-step guide to building Notion AI agents, with real use cases, 3 beta limitations no one talks about, and a 30-minute setup process you can run today.

Build to Launch Friday: Meet Dheeraj, the AI systems teacher who solves his own problems first and turns every build into a lesson worth sharing

Difficulty levels, time estimates, and the exact first prompt for each, whether you've never opened a terminal or you're ready for your fifth app.

Build to Launch Friday: Meet Alex Willen, the e-commerce operator who’s systematically replacing himself with AI

Forget the hype. AI agents break down into 3 simple types: copilots, automations, and autonomous agents. Learn to evaluate any AI tool in 60 seconds.

A case study where I researched 16 sites in 70 minutes and found 7 goldmines. Here's the exact AI research stack, the 9 prompts I used, and a framework you can copy for any niche.

From idea to live web app — the ChatGPT planning system, phased build prompts, real costs, and the production fix every first deploy needs

The Part Anthropic's Page Skips. Local-first file execution, scheduled tasks, Dispatch — and why your desktop can't go to sleep

From "Replyyyy" to Right-Click: How He Turned a Ridiculous Workaround Into 2,000 Users

A complete breakdown of building a production app using the 5-Round Planning Methodology

Use these 5 templates to start vibe coding and make it production-ready

30 minutes to your first feature. 2 hours to locked architecture. One weekend to a deployed AI app. Copy-paste prompts and checklists included.

Build to Launch Friday: Meet Finn (again!), the veteran builder who's been shipping since 1976 and still hasn't found a reason to stop

One framework that works across every AI coding platform — the 5 techniques that matter, the 10 habits to drop, and how to adapt for each tool.

Build to Launch Friday: Meet Elena, the product manager who builds first and rests never

Build to Launch Friday: Meet Alejandro again — the data engineer who turned ego into distribution and shipped a viral hit for less than $10

7 mistakes that cost me subscribers, what actually moved the needle, and the growth tactics I'd use if starting over in 2026.

The security holes, context failures, and architectural drift that only show up after you've already shipped something

The 7-round conversation system that resolves architecture before you open Claude Code, Cursor, Codex, Replit, Lovable, or Bolt — with fill-in templates for every round

Claude Code subagents run research and analysis in parallel, in their own context, so your main conversation stays clean. What they are, how to use them, and what breaks.

Build to Launch Friday: Meet Kenny again — the filmmaker who can't stop building, now turning family dim sum drama into a top-rated iPhone app

How to catch brutal bugs, skip the unit test rabbit hole, and ship with real confidence.

Build to Launch Friday: Meet Josh, the digital business builder who shows no-code founders how to validate fast, build smart, and exit before burnout

How 1,765 likes, 188 restacks, and 55 comments exposed the real mechanics of effective prompting.

MCP stands for Model Context Protocol. Three real examples from my stack with exact numbers, and the honest answer to whether you need to write any code.

The complete system behind my brand images—from base setup to 10-second automation

The four types most articles skip, the one mechanic that explains everything, and a 10-dimension comparison with ChatGPT GPTs and Gemini Gems.

I’m expanding build to launch Friday stories to platforms that drive meaningful discovery

Build to Launch Friday: Meet Benjamin, the global mobility expert who turned a decade of border-crossing into a free app for everyone else

If you're building with AI, you NEED to read this

A hands-on deep dive into the tool that’s blurring the line between coding, creation, and collaboration.

Move Fast and Build Things That Actually Work

Build to Launch Friday: Meet Jing, the VP who open-sourced what most startups would guard fiercely

Most AI code breaks because there’s no prompting strategy. Here’s how to guide AI to ship code that actually works in production.

A framework for builders who’d rather code than market, from the creator of the 14M+ view system.

If you had the chance to learn side by side with top AI creators on Substack, would you join?

How to configure Cursor's AI models, set up GitHub integration, customize rules, and get the most out of AI-powered coding — with specific settings I use daily.

How self-improving AI systems are quietly building the next generation of autonomous businesses.

One mental model that works across ChatGPT, Claude, Cursor, and every AI tool

From messy Python scripts to a one-click system that turns writing data into creative feedback.

Join us on Oct 14-16

Build to Launch Friday: Meet Mia, the strategic marketer who built the anti-slop tool the internet actually approves

From analyst to AI product builder: the skills and projects that actually got me hired

Build to Launch Friday: Meet Nikola, who stepped back from tech glory and found purpose helping others grow

A practical guide to matching the right tool to your building style

Watch 7 different minds solve the same problem and discover whose thinking style unlocks your breakthrough

Build to Launch Friday: Meet Karen, the copywriter who says 'yes' first and learns the hard stuff after

Everything you need to launch working products using free tiers, low-cost stacks, and strategic prompting — from prototype to production.

Build to Launch Friday: Meet Orel, the relationship-building developer who codes to connect

Start with the critical few that solve 80% of build-to-launch AI problems

Build to Launch Friday: Meet Karo, the AI Product Manager Who Turned Creator Pain Points Into Community Gold

How tool calling became MCP, how I built a custom MCP server that cut 30-minute research to 3 minutes, and what comes next.

If you don’t have this, you’ll stay invisible even if you use AI

Inside the rise of Vibe Coding Builders, the platform redefining who gets to build software.

Build to Launch Friday: Meet Finn, a 40+ year tech veteran who turned 4 hours a week into $10K+ and a thriving creator toolkit.

Build to Launch Friday: Meet Kenny, a 13-year film pro who built his own creator platform when his subscription stopped listening

How to ship production apps with AI without the security holes, technical debt spirals, and skill atrophy that trap most vibe coders.

Build to launch 3x faster with a builder‑first home for projects, people, and practical resources.

Install Claude Code and build your first project in 30 minutes. No coding required. Step-by-step for complete beginners.

A 3-phase methodology that turns any AI coding tool into an autonomous researcher — demonstrated with pharmaceutical research, adaptable to any domain

Local Whisper, 4 processing modes, global hotkeys — voice input in every app on your computer, zero API costs

A comprehensive framework for writing notes that capture attention, drive engagement, and build loyal subscribers

Claude Code is an AI agent that reads your entire project and executes tasks from plain English — here's what that actually means, and who it's built for.

Six stories of shared experience in stepping into AI management.

How would you handle it, really?

What I Learned Studying the Past, Building Models, Games, and My Own Peace of Mind

How No-Code Sites and Substack Posts Can Become Invisible to AI (Unless You Fix This)

ChatGPT, Claude, NotebookLM — they all use the same underlying pattern. Here's what that means for how you choose tools, and the 3-step framework that ends the constant switching.

How to go from AI scaffolding to a personal site that actually reflects you.

An in-depth analysis of AI thought leadership, writing patterns, and why casting models like a team is more than a metaphor.

Build guardrails before you scale, protect your mission from the hidden risks of AI.

The 4 Traps That Make Smart People Worse at Their Jobs After Using AI — and the Workflow That Fixes All of Them

Unfair home reappraisal is the biggest tax trap of 2025, and here is how you can fight back.

How I built AI skills for free and how you can too

What the newest ChatGPT just revealed — and why it freaked me out (in a good way)

GenAI 30 Project Challenge — 7

Small learning series — powered by ChatGPT

GenAI 30 Project Challenge - 6

GenAI 30 Project Challenge - 5

3 product launches, unexpected earnings, subscribers, and mental shift that fuels my next move

GenAI 30 Project Challenge - 4

From overflowing inbox to a scored reading list, with BART, Hugging Face, Gmail API, and Cursor in one afternoon

GenAI 30 Project Challenge - 3

I stumbled through these frameworks and deployment methods so you don’t have to

How to build a Substack niche analyzer with Python and Cursor. Includes the Vercel API bug that broke it on deploy, and how to fix it.

I Analyzed My Substack Niche and Built an App - Now You Can Too

Think launching a website is the hard part? Wait until you see what happens next

I worked with my AI agent to crunch the numbers on 1,200 Substack newsletters—here’s what I discovered about growth, engagement, and what it takes to succeed.

6 lessons from a live DeepSeek outage — what breaks when your LLM goes down and how to build a real backup

I Made a Note-Generating App to Free My Brain, Because I Want to Stay Lazy and Stay Connected — And You Can Too

Because I Want to Stay Lazy and Stay Connected — And You Can Too!

How to use GPT-2 for automated quotes generation

What nobody warns you about launching your first vibe coding app: 7 real lessons from hosting hell across 5 platforms, packaging failures, and the 10/90 rule.

And the challenges no one had warned me about.

A self-reflection on 2024 and bold resolutions for 2025

A dramatic performance improvement of my original photo search app.

1/30: content-based image search app

Would you take on an unknown challenge out of pure curiosity?

It is not only Medium, but also Substack, any other platform, and any other endeavor.

From Traditional Machine Learning to AI with LLM.

Get started with super simple code, then the results will make you roll your eyes.

How large language models generate text

Strategies for handling API rate limits and performance issues