/writing
What I'm learning. Written down.
What I build with AI agents and Claude Code, what breaks in production, and how companies become AI-native.
- /28 oct 2026
AI Operating Model: Who Owns, Runs and Fixes AI in Your Company
An AI operating model sets who owns each AI process, who builds and approves it, and how it is run and fixed. Six parts, three setups, how to start.
- /26 oct 2026
AI Proof of Concept: How to Run One That Makes It to Production
How to run an AI proof of concept that leads somewhere: one process, real data, a pass mark set in advance, two to four weeks and a clear go or stop call.
- /25 oct 2026
AI Agents for Business: Buy, Build or Hire, and How to Decide
How a business should get AI agents: when to buy one off the shelf, when to build your own, when to hire a partner, and what to check before go-live.
- /24 oct 2026
AI Agent Templates: The One-Page Spec I Fill In Before Any Build
AI agent templates that work on any platform: a one-page spec covering the job, inputs, tools, rules, checkpoints and fallbacks, plus where to find builds.
- /23 oct 2026
AI Coaching: What It Is and How to Pick the Right Kind
AI coaching means two things: an AI that coaches you, or a person who coaches you to build with AI. How each works, what it costs and how to choose.
- /22 oct 2026
AI Lead Qualification: Score Inbound Leads in Minutes, Not Days
How AI lead qualification works for inbound leads: the scoring rubric, routing rules, where a person stays involved and how to test it before going live.
- /21 oct 2026
Claude Code for non-developers: what to learn in your first week
Claude Code for non-developers: what you need to install, the few terminal ideas that matter, a first-week plan and the safety rules that keep it boring.
- /20 oct 2026
n8n Templates: How to Pick One and Make It Production-Ready
How to find a good n8n template, import it safely, swap in your own credentials and logic, and turn a demo workflow into one you can trust every day.
- /19 oct 2026
AI SDR: What It Can Do, What It Can't, and How to Start
What an AI SDR really does, which sales development tasks to hand it first, where it hurts your pipeline, and a step-by-step way to set one up safely.
- /18 oct 2026
AI Automation: What It Is, Where It Fits and How to Start
AI automation explained: how it differs from rule-based automation and AI agents, which tasks it suits, a 6-step way to start, and the costs to plan for.
- /17 oct 2026
AI Agent Observability: What to Trace, Measure and Review
AI agent observability in plain terms: what to record per run, the five numbers worth watching, how to review quality, and which tools to start with.
- /16 oct 2026
AI Agent for Customer Service: What It Should and Shouldn't Do
How to set up an AI agent for customer service that drafts, routes and answers the easy questions, while a person keeps refunds, complaints and promises.
- /15 oct 2026
Claude Code for marketing: a setup for teams that don't code
How to use Claude Code for marketing work: the files to set up first, six workflows that fit, a step-by-step start and what to keep human.
- /14 oct 2026
Claude Code routines: let Claude work while your laptop is off
What Claude Code routines are, the three triggers that start them, how to set up your first one, and which recurring business tasks fit a routine.
- /13 oct 2026
What Does AI-Native Mean? A Practical Definition for Companies
AI-native means AI runs your core processes and people approve what matters. A plain definition, the 4 layers of adoption, and how to move one process up.
- /12 oct 2026
How to Build an AI Agent: 7 Steps From Process to Production
How to build an AI agent that does real work: pick one process, write it down, choose a stack, add tools and checks, then run it in shadow mode first.
- /11 oct 2026
Claude Code best practices: 9 habits that make it reliable
Claude Code best practices that make the biggest difference: a short CLAUDE.md, plan first, one task per session, checks it can run, tight permissions.
- /10 oct 2026
Claude Code commands: the ones I use and how to make your own
The Claude Code slash commands worth knowing, the CLI flags behind them, and how to turn a prompt you keep retyping into your own /command in five minutes.
- /9 oct 2026
AI Agent Examples: 10 That Hold Up in a Real Business
Ten concrete AI agent examples for sales, inbox, data and voice, with the trigger, tools and human checkpoint each one needs to work every day.
- /8 oct 2026
Claude Code memory: how to make Claude remember your business
How Claude Code memory works: which CLAUDE.md files load, what auto memory saves, how imports and rules help, and how to keep it lean enough to follow.
- /7 oct 2026
Claude Code vs Cursor: which one fits the way you work
Claude Code vs Cursor compared: editor or agent, models, pricing, who each suits, and why business owners who don't code should start with Claude Code.
- /6 oct 2026
Claude Code hooks: rules Claude can't forget to follow
What Claude Code hooks are, which events you can hook into, how exit code 2 blocks an action, and five hooks worth adding to a business setup.
- /5 oct 2026
Claude Code templates: the 5 files I'd copy into every project
Copy-ready Claude Code templates for CLAUDE.md, a skill, a subagent, settings.json permissions and hooks, and .mcp.json, with what each file is for.
- /4 oct 2026
AI Agents for Small Business: Where to Start and What to Skip
Which AI agents a small business should build first, what they really cost, and a six-step rollout that keeps a person on every risky step.
- /3 oct 2026
Claude Code MCP: how to connect Claude to your business tools
What MCP is in Claude Code, how to add a server with claude mcp add, which scope to pick, and how to keep connected tools safe in a real business.
- /2 oct 2026
Claude Code skills: what they are and how to write one
What a Claude Code skill is, where SKILL.md lives, how to write a description Claude actually picks up, and which business tasks deserve a skill first.
- /30 sep 2026
How to Find the Warm Prospects Already in Your LinkedIn Network
I ran 25,033 LinkedIn connections through an AI ICP check in 71 seconds for under $1 and found 435 warm prospects. The process, criteria and mistakes.
- /1 sep 2026
How to Choose Which Process to Automate First With AI
Flashy AI pilots stall. Score candidates on three questions (how often, how clear, how gladly handed off) and start with the process that will really run.
- /23 jun 2026
Claude Code subagents: when to use them and how to build one
When a Claude Code subagent beats a skill or slash command, how to write one as a Markdown file, and the rules that stop agents flooding your context.
- /31 may 2026
Why AI agents break in production: 5 patterns and their fixes
The model is rarely why an AI agent gets switched off. Poor design for failure is. Five patterns I keep seeing, each with its fix and what that fix costs.
- /16 jan 2026
How I Run My Business With Claude Code: The 5 Jobs It Handles
I use Claude Code as an AI employee with memory: tasks, calendar, email, n8n workflows and sales. What it does, what changed, what it costs, how to start.
The build log · newsletter
Steal my automations.
One agent I built, the workflow behind it and the tools that made it work. Copy, paste, ship.
10,000+ builders already subscribed. Free.