AI-Driven Development

Slop Is What Falls Out When Nobody's Steering

Medium won't buy an AI detector. They're right, and the standard they're describing is one most human writing has never cleared.

Medium sent me an email about AI detection and answered its own question. Here is what actually separates writing worth reading from slop, and why twenty rules and an eval gate still didn't catch the bad sentence in this post.

The Work Starts When the Thought Does

An autonomous SDLC where a note fires a Claude session, and the pull request is waiting when I get home.

Self-healing software survives its bugs without changing a line. What I run against my projects changes the source. Logging the defect is what fires the work, and most days the completion email is the entirety of my involvement.

I Walked Up to Doc Holliday's Grave. Here Is Everything That Happened After.

A log entry, a branded graphic, and this post, out of one conversation and a folder of markdown files.

I walked 2.6 miles up to Doc Holliday's grave in Glenwood Springs and logged it from my phone. The log, the graphic, and the post all came out of one conversation.

How I Use BlackOps to Reply on X Without the AI Slop

I run each Hunt as a live search on X, the extension scores the results and drafts only when something I actually wrote answers the tweet, and it tells me no the rest of the time. I send every one myself.

Everyone says reply to twenty tweets a day. BlackOps flags the three or four conversations where I actually have an answer, drafts from what I've written, and tells me no the rest of the time. Real replies, not AI slop.

A Year Into Wispr Flow, I Can't Work Without It Anymore

Bullet points in, full messages out. That's the whole unlock.

A year ago voice dictation felt like a gimmick. Now it's load bearing. Here's what actually changed once I stopped typing and started talking.

The Least Friction Between You and Your Early Users

Voice feedback you can drop into any app or site with an agent, so early users tell you what is broken by talking

When you ship something new, the hard part is hearing from your first users. The lowest-friction fix is a button that lets them talk. Here is how to add it to your app or site with an agent, and how I put it in Spotter.

Tracking My Wine Taste Until It Knew My Next Bottle

How a BlackOps Brain turns tasting notes into a model that predicts what you'll actually buy.

I stopped keeping wine notes and built a Brain instead. Then it watched me buy a bottle and told me what to drink next. Here is why a model beats a notebook.

The More AI Changes How We Work, The More It Stays The Same

AI is not going to reinvent how companies work. It is going to relabel every old problem and hand it back heavier.

The More AI Changes, The More It Stays The Same

I Spent Years Automating My Obsidian Daily Note. Now It Files Itself.

I fed it by hand for years. Now an agent files my day's captures overnight, and I wake up to what's next.

For years I fed my Obsidian daily note by hand. Now an agent files my captures overnight, tells my thoughts from my tasks, and I wake up to a clear picture of what's next.

BlackOps Kept Giving Me the Same SEO Advice Every Week. So I Gave It a Memory.

Per-site snapshots and a recommendation ledger turned stateless analytics into advice that builds on itself.

BlackOps kept handing me the same SEO advice every week, so I built per-site memory into its GA4 and Search Console tools. Here is how it works.

I Don't Open Analytics Anymore. I Just Ask.

My site is posts, pages, and signups. So is yours. Here's what happens when you can talk to it.

Every BlackOps-hosted site is the same three things: posts, pages, and newsletter signups. So you can just ask your site how it is doing. The interesting part is that everyone asks it something different.

Sorties: Fire Real Actions Straight From Your AI Chat

Set up an action once. Fire it by name from anywhere, even your phone.

A Sortie turns a sentence in your AI chat into a real action. Fix a bug, message your team, fire an automation. Set it up once, fire it by name from anywhere, and your keys never touch the conversation.

Your Obsidian Vault Is Full of Fossils.

Your brain rewrites memories every day. Your Obsidian vault never gets the chance.

If you use Obsidian, you have a daily note ritual. Open today's note. Pull up yesterday's. Copy the unfinished tasks forward. The daily note is supposed to be a living document. In practice, it's a stack of fossils you maintain by hand.

My MCP Went Down Today. I Don't Want To Care About Infrastructure.

But the infrastructure doesn't care what I want.

The Day Single-Vendor Architecture Stopped Being Theoretical

Claude Code Is Not Your Project Manager. The Artifacts Are.

A markdown file got me started. Infrastructure is what it became.

A year ago I gave Claude a ROADMAP.md and called it my project manager. The post still ranks. The post is also out of date. Here is what Claude actually manages now.

They Booed AI at Graduation. I Get It. They're Still Wrong.

A room full of arts and humanities graduates booed a speaker for mentioning AI. Their fear is legitimate. Their response is the exact thing that will accelerate the outcome they're afraid of.

The agent is the buyer now. Your checkout isn't ready.

Stripe shipped the rails for autonomous agent checkout. The retail VPs still hiding product data behind login walls are losing transactions they can't see.

Checkout is next. The agent is the buyer now.

Signup is dead. The agent is the signup form now.

From npx to a live post in ten minutes. No forms, no empty dashboard.

From npx to a live post in ten minutes. No forms, no empty dashboard.

Personal Second Brains Are Step One. Operational Second Brains Are The Actual Destination.

Every few months a new "second brain" build hits X. The pattern is real, the folder taxonomies are getting sharper. But every one of them stops in the same place: a markdown file. Here's the wall.

Coinbase Founder Just Validated What I've Been Saying for Months

Brian Armstrong announced one-person teams running fleets of AI agents. I wrote about this model months ago. The only difference is he's calling it a pivot. I've been living it.

Why Your Best Work Gets 200 Views While Slop Gets 4.8 Million

The platform math that rewards repackaging over judgment, and why practitioners win long-term anyway

A thread doing 4.8 million views taught me what's actually wrong with technical content right now.

I Killed the Browser Workflow for Content Creation. My Readers Still Live in Browsers.

BlackOps builds for browsers. You just don't need one to use it.

I've moved my entire writing workflow into a single Claude chat. Research, write, publish, distribute—all without leaving the conversation. My readers are still in browsers. I'm not.

From It's a Small World to the Haunted Mansion: A Blog Post Written in Claude Chat via BlackOps MCP

How a single conversation, no app switching, no copy-paste, went from breaking news to published post before the ride ended.

Obsidian just shipped official Claude Code skills. Here's what it means when your vault already runs a custom skill ecosystem. And yes, I sent this from It's a Small World.

Google Analytics in Claude: Query GA4 Without Leaving the Chat

Five GA4 tools for the BlackOps MCP: sessions, top pages, traffic sources, trends, and multi-site comparison

I was tab-switching between GA4 and the chat where I actually do the writing. So I taught the chat to read the numbers. The loop closed.

The Algorithm Just Told Me You All Use the Same Tool

How repackaging tools, viral libraries, and AI content generators are building an audience of people who don't matter—and why practitioners can spot you immediately.

The Repackaging Economy (Revised)

Einstein Didn't Remember the Speed of Light

The Cognitive Offloading Revolution & Al Assistance.

Einstein famously said he didn't bother remembering things he could look up. Thirty years into this career, I think I finally understand what he meant.

The Knowledge I Lost (And How You Won't)

Reflections on forgotten lessons in software developemnt.

I've been building commerce systems for 30 years. And I can't tell you why I made half the decisions. Not because I forgot. Because I never captured it in the first place.

I Was Trying to Buy a Truck. I Accidentally Discovered the Future of Note-Taking.

I spent an hour researching a truck purchase with AI. At the end I hadn't written a single thing down. Then I asked BlackOps to log it. That one moment changed how I think about what this product actually is.

Stop Giving Claude a Static Doc. Give It a Brain.

Brain turns any Obsidian folder into a living knowledge base any agent can read, any agent can update, and you can have as many as you need.

Brain is a new BlackOps feature that compiles an entire Obsidian folder into a single context note your Claude Projects can read through MCP. No RAG. No scripts. Just everything Claude needs, in one place.

Everyone's Mad Anthropic Killed OpenClaw Access. I'm Not.

I spent a month debugging it every morning. The people crying loudest aren't the ones who were actually using it.

I bought the Mac mini. I posted that it was the future. A month later I was waking up every morning to fix something that broke overnight. Here's what I learned.

I Watched a YouTube Video. Claude Wrote This Post.

I didn't open a second tab. I didn't copy-paste anything. I had a thought, told Claude, and this post landed in my BlackOps queue. Here's exactly what happened.

Two Waves of Digital Transformation. Developers Win Both.

Every layer of automation creates a new layer of complexity that needs builders. That's been true for thirty years. It's still true now.

Every layer of automation creates a new layer of complexity that needs builders. That's been true for thirty years. It's still true now.

Stop Hiring Cooks. Start Building Kitchens.

Everyone says "we can use AI for that." But if your plan is to do that reliably, repeatedly, and at scale, you don't have a solution. You have a demo.

I Published an MCP for BlackOps Center. Here’s What It Actually Enables.

The BlackOps MCP is live. Connect Claude or any MCP-compatible AI client directly to your BlackOps Center account and let it draft posts, write tweet threads, schedule content, and run full campaigns, all inside your actual content system, with your actual voice.

AI Isn’t Replacing Developers. It’s Shrinking the Team.

The real impact of AI is fewer layers between thinking and building.

AI Isn’t Replacing Developers. It’s Replacing the Space Between Them.

Open Claw Memory Is Brittle - Here Is How Chief and I Are Fixing It

Eight real failures from running an AI operations agent for a month. The problem isn't intelligence — it's architecture.

I Predicted One Senior Dev and an Army of Agents. Tonight It Happened.

Last year I predicted the future dev team: one senior engineer and an army of AI agents. Tonight, from a phone at Epcot, I watched 10 AI agents run a standup, find production bugs, debate priorities, deploy fixes, and verify them. The prediction is no longer a prediction.

Your AI Agent Already Had File Access. Here's Why Obsidian CLI Changes Everything Anyway.

Obsidian 1.12 shipped a CLI. The internet yawned. Agents could already read files. They're missing the point entirely.

The Industry Just Validated What I've Been Building All Year

A 20-year product leader described the AI capability overhang. Every theme matched systems I'd already shipped. This is what it looks like from inside.

A great video just described the AI development revolution happening right now. I've been writing about it — and building it — for months. Here are the receipts.

My First Week with OpenClaw: From Skeptic to Believer

I spent 10 days building an AI workforce. Then Anthropic made my tool change its name. This is the real story — crashes, renames, and shipping anyway.

Why This Feature Shipped in Hours (And Why Most Don’t)

It wasn’t the stack. It was the architecture, planned with Claude Code.

A real feature shipped in hours — not because of AI magic, but because the architecture already fit. How planning with Claude Code made the difference.Untitled Post

What Junior Developers Should Be Focusing on in 2026

As AI collapses the middle of development, intent and judgment become the job

Discover what junior developers should focus on in 2026, from AI-assisted coding to core fundamentals, and learn how to adapt your skills to modern workflows.

Vibe Coding Isn’t the Problem - Vague Thinking Is

Why AI-assisted development exposes leadership, not recklessness

Discover why vibe coding is not the real problem in AI-assisted development and how clear thinking, intent, and constraints turn it into a powerful workflow

What Should You Do With All Your ChatGPT Conversations?

When to archive, when to use Projects, and why transcripts aren’t memory

Does archiving ChatGPT chats save space? Does deleting lose anything? Here is what archive vs delete actually does, plus a simple rule for what to keep.

When AI Exposes a Leadership Problem

Banning the tool is easier than defining responsibility

Discover how AI can expose deeper leadership and communication problems, and learn what it really reveals about trust, culture, and decision making in teams

The Quiet AI Power Gap Most CTOs Are Creating Without Realizing It

When AI governance becomes selective convenience, your rule-followers fall behind and your culture starts to fracture.

CTOs face a growing AI power gap as quiet users gain leverage and honest engineers fall behind. Learn how culture, ethics, and leadership decisions shape AI risk

AI Could Make Your Team 10× Faster. Here’s Why Enterprise Won’t Let It.

AI isn’t the problem. Fear, politics, and outdated processes are.

AI can 10× developer productivity, but enterprise culture blocks it at every turn. Inside: the fear, politics, and outdated processes that keep teams from using the tools that would make them faster.

The Future Dev Team: One Senior Engineer and an Army of AI Agents

How Mission-Command Development is reshaping engineering productivity, architecture, and delivery in 2025

Learn how Mission-Command Development lets a senior engineer direct AI agents to deliver faster, higher-quality software in 2025’s competitive tech landscape.

How I Created Mission-Command Development (The Backstory)

How a single senior developer with AI agents can replace entire development teams, transforming software delivery from slow team coordination to rapid mission command execution.

Command-Driven Development Logging with Visual Progress: A Better Way to Track Development with Claude Code

How I created and use a command-driven system in my everyday commerce development process with Claude Code to document progress with visual screenshots - giving me complete control over when and how enterprise development gets documented.

I Asked AI to Make My Site 'Pop' — It Built Asteroids Instead

From a simple UI request to shipping a complete Asteroids game—discover how Claude Code transformed casual conversation into production-ready code with authentic 1979 arcade gameplay.

Claude Code Is More Than a Dev Assistant—It’s My Project Manager

Discover how combining Claude Code with a simple ROADMAP.md file transformed my personal project management and delivered consistent progress on my blog.

When AI Goes Off the Rails

A deep dive into managing AI agents in development teams, from initial magic to debugging hallucinations. Learn how prompt infrastructure and team guardrails are reshaping the modern developer workflow.