An agent reads it first.
Every pull request is reviewed by an agent before a person sees it. Every one still gets a human review – it just starts further along, because the agent has usually started the argument.
Development Manager · Hampshire, UK
I lead a team of 17 across development, QA and AI engineering. Every pull request gets reviewed by an agent before a person sees it.
Open to Engineering Manager roles with a path to Head of Engineering.
Agentic development
I led the team's move into AI-assisted and agentic development. Not as a side project, but in the daily workflow – without giving up human oversight.
3 days
to first review on a pull request, down from about two weeks – and still coming down, month on month.
Every pull request is reviewed by an agent before a person sees it. Every one still gets a human review – it just starts further along, because the agent has usually started the argument.
Building AI literacy so engineers understand and direct the tools they work with, rather than accepting whatever comes out.
Not one person's idea. I led it: managed the engineer who built it, learned it well enough to keep up, and took it into other teams. The company's only AI Engineer sits in my team.
Turnaround
1,200+
Bugs resolved in one year alone – and ~3,500 since I took the team on.
Career
I trained to teach Music Technology at the sixth form college where I'd been a student. The year I qualified, the cuts came and the department was downsized: find a job elsewhere, or take the college's AV Technician role. I took the AV job.
It put me in an office with the college's software team. I spent a year watching over their shoulders, asking questions, and building my band's website on their advice. When one of them left I asked whether they'd take me on as a junior – cheaper, and already in the building. They did, and taught me .NET and jQuery.
A decade of building followed, and then leadership – first as a deputy, then running the team.
When I talk about technical debt, review load, or what a sprint can realistically hold, I'm talking about work I've done rather than work I've watched.
I never did teach Music Technology. But someone took a chance on a junior who happened to be in the building and taught him on the job.
Nov 2013 to Jun 2016
The Sixth Form College Farnborough
Part of a small, self-managed team building and maintaining the college's suite of Windows and web applications, and the databases behind them.
Jun 2016 to Sep 2018
Furlong Solutions
Hired to convert a legacy WinForms application to .NET MVC, and promoted to deputy in January 2017, inside the first year.
Sep 2018 to Jan 2023
Eque2 Ltd
Solely responsible for five hybrid iOS and Android apps in Ionic and Angular. API work in C# .NET and Ruby on Rails, an in-house Cordova plugin, and release management through App Store Connect and Google Play. Promoted to deputy in September 2022.
Jan 2023 to Present
Eque2 Ltd
Leading a team of 17: 10 developers, 6 in QA with a QA Manager reporting in, and the company's only AI Engineer. Introduced Scrum and outcome-driven planning, and led the team's move into AI-assisted and agentic development.
Hands-on with Ionic · Angular micro-frontends · C# .NET · Ruby on Rails · SQL Server · MySQL · Knockout · Polymer · Cordova · Objective-C · Java
Most of what I do now is making sure someone else gets that chance.
Leadership
Nobody's chosen to leave. Several have been promoted.
I took the team on in 2023. Since then: hiring, onboarding, growth frameworks, full-time staff and offshore contractors, and the occasional difficult conversation.
Clear goals, room to disagree, and ownership that sits with the team, not with me.
Close to Product and Design, so decisions rest on user value rather than technical elegance.
Reporting up to senior leadership in a language both sides share, so surprises are rare.
Engineering, Product, Design and Support working from shared goals rather than us-vs-them.
Managed deliberately, with the case made for the right investment at the right time.
Judged by feedback loops, not ceremonies.
Contact
A role, a project, or just a chat – get in touch.
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