Blog

Case studies, articles on AI development, and insights on AI-assisted coding, and software craftsmanship.

Claude Code, agents, and the CTO-shaped tasks they quietly handle — plus the bias nobody schedules for
AIFractional CTOEngineering

Claude Code, agents, and the CTO-shaped tasks they quietly handle — plus the bias nobody schedules for

Yes: modern coding agents cover a surprising share of foundational CTO-ish work — exploration, scaffolding, refactors. The catch is conversational AI’s tendency to reinforce what you already believe, not veto a bad plan.

What is a fractional CTO (for startups)?
Fractional CTOStartupsLeadership

What is a fractional CTO (for startups)?

A plain-English definition: what “fractional” means in practice, what you hire for, and what stays on your plate as a founder.

When fractional CTO work pays off for startups
Fractional CTOStartupsStrategy

When fractional CTO work pays off for startups

Signals that you will get ROI from fractional CTO coverage — and honest failure modes when the model is the wrong tool.

The first thirty days with a fractional CTO
Fractional CTOStartupsExecution

The first thirty days with a fractional CTO

A pragmatic week-by-week shape: artifacts, rhythms, and what “good” looks like early — without pretending a playbook replaces your context.

"We don't have tech debt." Come on, I know you're lying.
Technical DebtAIEngineering

"We don't have tech debt." Come on, I know you're lying.

Technical debt is not just old libraries. It is also fading system understanding, undocumented decisions, and AI-accelerated entropy that teams do not see until delivery slows down.

Does AI Understand Your Codebase?
AIDevelopmentCursor

Does AI Understand Your Codebase?

For sure not in the same way carbon-based lifeforms understand it. Here's how to use the agent to build the map before you change the territory.

New kind of technical debt we're not talking about
AITechnical DebtCoding Agents

New kind of technical debt we're not talking about

Coding agents introduce a new kind of technical debt no one is really considering. The real danger isn't messy code — it's intent debt, context debt, dependency debt, and confidence debt.

Your dev "productivity" metrics are broken (and here's the proof)
MetricsProductivityEngineering Culture

Your dev "productivity" metrics are broken (and here's the proof)

Everyone wants to show progress. We track numbers, build dashboards, and celebrate achievements. But what if the very metrics you're relying on are misleading you?

Do you really need a CTO?
Fractional CTOCase StudyStrategy

Do you really need a CTO?

So, do you need a CTO? Yes. But... you must hire for the stage you're in, not the stage you dream of.

Consultation

Let's talk about your project and see how we can help bring your ideas to life.

By submitting the form you accept our Privacy Policy. Your data will be processed solely for the purpose of responding to your message.