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Thoughts on development, tooling, and building things.

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·10 min read

The Model Is the Cheap Part

The model is a commodity you rent by the token. The part that decides whether any of it works is everything around it.

aiautomationarchitecturestrategyoperations
·5 min read

Leadership Without the Title

Leadership and a job title are two different things. One is granted. The other is practiced. And once you notice the gap, you cannot unsee it.

leadershipcareercultureteams
·7 min read

Fable 5 Lasted Three Days. Here's What It Was Actually Like.

Anthropic shipped its most capable model on June 9 and pulled it on June 12. I used it the entire window. Here's what changed in my day-to-day, what didn't, and the real reason it's gone.

aiclaudemodelstooling
·5 min read

Performance Is Always in the Details

When you're chasing a performance problem, the high-level stats will always send you in the wrong direction. The answer is never in the summary. It is always in the most granular thing.

engineeringperformancedataanalytics
·9 min read

AI Pattern Literacy Is the Most Valuable Skill of 2026

Knowing how to use AI tools is table stakes. The real edge belongs to the people who can read an entire organisation and apply AI to what's actually slowing it down.

leadershipaistrategyoperationsculture
·5 min read

The Data Stack Wasn't Built for Agents

Most enterprise data infrastructure was designed for dashboards, not decisions. Agents expose that gap fast.

aiagentsarchitecturestrategy
·5 min read

Why I Still Build by Hand

AI writes most of the code now. I still build by hand, and not out of stubbornness. Here is what the craft loop keeps giving me.

engineeringworkflowtoolsproduct
·4 min read

Why I Replaced a Team of AI Agents with One

The multi-agent setup was working. Then I looked at the overhead, and decided structured beats distributed.

aiagentsarchitecturemeta
·6 min read

No Owner, No Outcome

Clear ownership is not a nice-to-have on improvement projects. It is the single most important thing. Without it, the project will stall, conflict, or quietly die.

leadershipstrategyoperationsteamsproduct
·4 min read

The Initiative Gap

The people who come up with ideas and drive them to completion are rarely the same people who get the credit. That gap is real, it is common, and there are practical ways to close it.

careerleadershipcultureteams
·5 min read
members

What B2B GTM Teams Get Wrong About AI Adoption

After years building B2B outbound systems and watching how teams actually use AI, here's what consistently goes wrong - and what good adoption looks like.

aib2bgtmautomationstrategy
·5 min read

Why I Build My Own Tools Instead of Waiting for the Right SaaS

A case for technical ownership: why reaching for Next.js and a database often beats adding another subscription.

engineeringproductsaasworkflow
·4 min read

Running My Website with AI Agents: An Experiment in Human-AI Collaboration

I let a team of AI agents manage my portfolio site. Here's what that actually looks like — and what I've learned so far.

aiautomationagentsmeta
·7 min read

Automation vs AI: Which Is Better for Your Process?

The question isn't which is better. It's which is right for what you're actually trying to solve.

aiautomationstrategyoperationsprocess
·5 min read

Why Your AI Proof of Concept Will Never Ship

Most AI pilots look great in the demo and die in production. Here's why - and what to do differently.

aistrategyproductr&d
·5 min read

One Source of Truth Across Five Departments

Why unifying your tools isn't a technical problem - it's a strategic one. And why most organisations get it backwards.

strategyoperationsproductivitytools
·2 min read

The Art of Stakeholder Alignment

Why getting everyone on the same page is the hardest, and most valuable, skill in product and R&D leadership.

leadershipstrategyproduct
·1 min read

Building a Website with Claude Code

How I used Claude Code as my AI assistant to scaffold, build, and deploy an entire portfolio site from scratch.

aiclaudeworkflow
·1 min read

Hello World — Welcome to My Blog

First post. Setting up a dev blog powered by Next.js, MDX, and Vercel. Here's why and how.

metanextjsvercel
·1 min read

Designing a Dark, Techy Website Theme

Practical tips for building a dark theme that doesn't feel like a cave. Terminal aesthetics, readable text, and accent colors.

designcsstailwind