AI-assisted development

Faster delivery, with judgement built in.

I use Codex, Claude, Grok and MCP-connected tools to support research, planning, implementation and testing. I still own the decisions and the quality of everything that ships.

Code passing through an AI accelerator into a tested web application

Where AI helps the work

01

Less repetitive work

Routine implementation, research and documentation can move faster, leaving more time for the decisions that shape the result.

02

Repeatable checking

Tests, page checks and review passes can be run consistently across more of the work, with issues brought back for human judgement.

03

More room to iterate

Ideas can become working versions sooner, so we can learn from something real before investing in the wrong direction.

Swipe to explore

Method

Where AI helps in real delivery

I have spent more than ten years working across websites, product marketing and engineering. AI helps me move through research, planning, implementation and quality checks with less repetition, but it does not supply the customer context or make the commercial decisions. I review the work, refine the structure and test the finished experience. See the wider build process.

Tools

Different tools for different jobs

I use Codex for hands-on implementation and longer delivery tasks, Claude for architecture and close review, and Grok in fast or high-reasoning modes when rapid exploration or a second view is useful. MCP servers can connect approved tools and project context so an agent can do real work without receiving unrestricted access. The mix changes as the products change. See how this applies to app development.

Outcome

What it changes for a project

The main benefit is a tighter learning loop. I can explore an approach, turn it into a working version, check it and improve it sooner. That creates more room to test assumptions and polish the important details within a sensible delivery plan. Timelines and pricing still depend on the scope, risk and integrations involved. See how I approach website redesigns.

Responsibility

What still needs a person

Positioning, design taste, business logic, security and trade-offs all depend on context. They also need someone willing to challenge a weak suggestion and take responsibility when the easy answer is wrong. I use AI to extend experienced judgement, not to hide the absence of it. See how this thinking applies to automation.

AI-assisted development

A faster loop, with clear ownership

  • Plan with precision

    Define the audience, product constraints and technical approach before asking a tool to produce anything.

  • Build with AI assistance

    Use Codex, Claude and other tools where they can accelerate the work without obscuring the decisions.

  • Test and polish

    Run repeatable checks, review the result in context and polish the customer experience before launch.

Have a project in mind?

Tell me what you need to build or improve.

Share the goal, the problem and what you already have. I will suggest a practical next step.

Selected work

Selected websites, apps and connected systems

See all work
Testimonials

What clients say

"As I grow in my business, I need services to grow with, Derrick is that service when it comes to my website. He is patient, listens and takes onboard the changes I want in a timely manner. My website changes and develops with the needs of my clients and my offer which is great. He also brings new ideas and perspectives in how to improve and grow in line with my goals and business needs. I look forward seeing how this new phase develops."

Karin Young

Karin Young

Psychotherapist · Karin Counselling

Karin Counselling

"Derrick has been a great help in getting our SaaS website up and running. He is very knowledgeable in Webflow and was able to help us get the most out of the platform. His design skills are excellent and he was able to create a custom function-filled website that looks great and operates perfectly. I would highly recommend Derrick to anyone looking for a web designer who knows his stuff!"

Taita Ngetich

Taita Ngetich

CEO · Synnefa

Synnefa

"Derrick is just great to work with! He's super fast, always responds in a timely manner, and is very flexible with last-minute requests. His Webflow development skills are rock solid and he has no problems keeping up with the fast pace of early-stage startups."

Carla Nassisi

Carla Nassisi

Growth · Briink

Briink

"It has been a pleasure to work with Derrick! He delivered a pixel-perfect website for LLI, which not only looks and performs well but is also very organised and simple to maintain! During the process, he had the patience to clear all the incoming doubts that occurred when we were transitioning from one platform to another, and he not only delivered a great site but also tutorials on how to manage it."

Isabelle Krauze

Isabelle Krauze

UX Lead · LLInformatics

LLInformatics

"Derrick is a gem of a person and a wealth of knowledge. He was so patient and helpful when explaining the more intricate parts of Webflow and bouncing around different possible solutions. He really knows the ins and outs of Webflow — it's no wonder that he's a certified Webflow Expert! I'm looking forward to the day when I get to work with him again."

Diana Donaldson

Diana Donaldson

CEO · Be Indigo

Be Indigo

"Derrick helped us redesign and build our site on Webflow and we couldn't be more pleased with the entire project. Derrick is very easy to communicate with, fast and efficient, and takes time to ask questions and provide suggestions where necessary. He has a great balance of technical and visual knowledge, which helped us build a fast, SEO-optimized site that looks great and is on-brand. Would happily hire Derrick again!"

Eliza Gerland

Eliza Gerland

Strategic Marketer · UFODrive

UFODrive

"Derrick and his team were wonderful to work with and helped us a lot with launching multiple Webflow projects in addition to doing a full website backend revamp. Recommend him to anyone!"

Liza Moiseeva

Liza Moiseeva

CMO · Commons

Commons

"Derrick and his colleague were tasked with helping to implement new designs for our Home and Product pages on our website. We had a super tight deadline and they took it in their stride. Their communication throughout the project was great and the results were fantastic. Would highly recommend."

Marcus Vitelli

Marcus Vitelli

Brand Executive · Flexciton

Flexciton

"Derrick translated our ideas into visually stunning designs. He took our vision for Mirador Local's online presence and brought it to life in a way that exceeded our expectations. I highly recommend him to anyone seeking a talented and reliable designer for their next project."

Gerry White

Gerry White

Global Growth · Mirador

Mirador

"Derrick has a solid and broad understanding of Webflow and has delivered huge improvements to our website."

Tim Sater

Tim Sater

Marketing Lead · Provenance

"Derrick and his team did a great job building our marketing site and leaving us with the tools to sustainably iterate on our website. They didn't stop until the site perfectly matched our design vision. We would definitely work with them again!"

John Outwater

John Outwater

Data Visualization · Renoster

Renoster

"Derrick made our vision a reality, he's simply a brilliant website developer. We're incredibly happy with the results, which match the designs. If you're a startup or scale-up looking for an excellent web developer to turn your ideas into reality, look no further!!"

Ben Leftley

Ben Leftley

Senior Delivery Manager · Unmind

"It was great working with Derrick’s team! Communication was smooth and the website ideation, design and development were executed well without much hiccups. Will highly recommend for your website projects! :)"

Indra Basak

Indra Basak

Marketing · PreciX

PreciX

"Derrick was conscientious, efficient and delivered on time. Communication was effective and they really understood the issues at hand. He ultimately delivered a professional looking website that exceeded expectations."

Miles Owen

Miles Owen

Head of Digital · FMpay

"As I grow in my business, I need services to grow with, Derrick is that service when it comes to my website. He is patient, listens and takes onboard the changes I want in a timely manner. My website changes and develops with the needs of my clients and my offer which is great. He also brings new ideas and perspectives in how to improve and grow in line with my goals and business needs. I look forward seeing how this new phase develops."

Karin Young

Karin Young

Psychotherapist · Karin Counselling

Karin Counselling

"Derrick has been a great help in getting our SaaS website up and running. He is very knowledgeable in Webflow and was able to help us get the most out of the platform. His design skills are excellent and he was able to create a custom function-filled website that looks great and operates perfectly. I would highly recommend Derrick to anyone looking for a web designer who knows his stuff!"

Taita Ngetich

Taita Ngetich

CEO · Synnefa

Synnefa

"Derrick is just great to work with! He's super fast, always responds in a timely manner, and is very flexible with last-minute requests. His Webflow development skills are rock solid and he has no problems keeping up with the fast pace of early-stage startups."

Carla Nassisi

Carla Nassisi

Growth · Briink

Briink

"It has been a pleasure to work with Derrick! He delivered a pixel-perfect website for LLI, which not only looks and performs well but is also very organised and simple to maintain! During the process, he had the patience to clear all the incoming doubts that occurred when we were transitioning from one platform to another, and he not only delivered a great site but also tutorials on how to manage it."

Isabelle Krauze

Isabelle Krauze

UX Lead · LLInformatics

LLInformatics

"Derrick is a gem of a person and a wealth of knowledge. He was so patient and helpful when explaining the more intricate parts of Webflow and bouncing around different possible solutions. He really knows the ins and outs of Webflow — it's no wonder that he's a certified Webflow Expert! I'm looking forward to the day when I get to work with him again."

Diana Donaldson

Diana Donaldson

CEO · Be Indigo

Be Indigo

"Derrick helped us redesign and build our site on Webflow and we couldn't be more pleased with the entire project. Derrick is very easy to communicate with, fast and efficient, and takes time to ask questions and provide suggestions where necessary. He has a great balance of technical and visual knowledge, which helped us build a fast, SEO-optimized site that looks great and is on-brand. Would happily hire Derrick again!"

Eliza Gerland

Eliza Gerland

Strategic Marketer · UFODrive

UFODrive

"Derrick and his team were wonderful to work with and helped us a lot with launching multiple Webflow projects in addition to doing a full website backend revamp. Recommend him to anyone!"

Liza Moiseeva

Liza Moiseeva

CMO · Commons

Commons

"Derrick and his colleague were tasked with helping to implement new designs for our Home and Product pages on our website. We had a super tight deadline and they took it in their stride. Their communication throughout the project was great and the results were fantastic. Would highly recommend."

Marcus Vitelli

Marcus Vitelli

Brand Executive · Flexciton

Flexciton

"Derrick translated our ideas into visually stunning designs. He took our vision for Mirador Local's online presence and brought it to life in a way that exceeded our expectations. I highly recommend him to anyone seeking a talented and reliable designer for their next project."

Gerry White

Gerry White

Global Growth · Mirador

Mirador

"Derrick has a solid and broad understanding of Webflow and has delivered huge improvements to our website."

Tim Sater

Tim Sater

Marketing Lead · Provenance

"Derrick and his team did a great job building our marketing site and leaving us with the tools to sustainably iterate on our website. They didn't stop until the site perfectly matched our design vision. We would definitely work with them again!"

John Outwater

John Outwater

Data Visualization · Renoster

Renoster

"Derrick made our vision a reality, he's simply a brilliant website developer. We're incredibly happy with the results, which match the designs. If you're a startup or scale-up looking for an excellent web developer to turn your ideas into reality, look no further!!"

Ben Leftley

Ben Leftley

Senior Delivery Manager · Unmind

"It was great working with Derrick’s team! Communication was smooth and the website ideation, design and development were executed well without much hiccups. Will highly recommend for your website projects! :)"

Indra Basak

Indra Basak

Marketing · PreciX

PreciX

"Derrick was conscientious, efficient and delivered on time. Communication was effective and they really understood the issues at hand. He ultimately delivered a professional looking website that exceeded expectations."

Miles Owen

Miles Owen

Head of Digital · FMpay

"As I grow in my business, I need services to grow with, Derrick is that service when it comes to my website. He is patient, listens and takes onboard the changes I want in a timely manner. My website changes and develops with the needs of my clients and my offer which is great. He also brings new ideas and perspectives in how to improve and grow in line with my goals and business needs. I look forward seeing how this new phase develops."

Karin Young

Karin Young

Psychotherapist · Karin Counselling

Karin Counselling

"Derrick has been a great help in getting our SaaS website up and running. He is very knowledgeable in Webflow and was able to help us get the most out of the platform. His design skills are excellent and he was able to create a custom function-filled website that looks great and operates perfectly. I would highly recommend Derrick to anyone looking for a web designer who knows his stuff!"

Taita Ngetich

Taita Ngetich

CEO · Synnefa

Synnefa

"Derrick is just great to work with! He's super fast, always responds in a timely manner, and is very flexible with last-minute requests. His Webflow development skills are rock solid and he has no problems keeping up with the fast pace of early-stage startups."

Carla Nassisi

Carla Nassisi

Growth · Briink

Briink

"It has been a pleasure to work with Derrick! He delivered a pixel-perfect website for LLI, which not only looks and performs well but is also very organised and simple to maintain! During the process, he had the patience to clear all the incoming doubts that occurred when we were transitioning from one platform to another, and he not only delivered a great site but also tutorials on how to manage it."

Isabelle Krauze

Isabelle Krauze

UX Lead · LLInformatics

LLInformatics

"Derrick is a gem of a person and a wealth of knowledge. He was so patient and helpful when explaining the more intricate parts of Webflow and bouncing around different possible solutions. He really knows the ins and outs of Webflow — it's no wonder that he's a certified Webflow Expert! I'm looking forward to the day when I get to work with him again."

Diana Donaldson

Diana Donaldson

CEO · Be Indigo

Be Indigo

"Derrick helped us redesign and build our site on Webflow and we couldn't be more pleased with the entire project. Derrick is very easy to communicate with, fast and efficient, and takes time to ask questions and provide suggestions where necessary. He has a great balance of technical and visual knowledge, which helped us build a fast, SEO-optimized site that looks great and is on-brand. Would happily hire Derrick again!"

Eliza Gerland

Eliza Gerland

Strategic Marketer · UFODrive

UFODrive

"Derrick and his team were wonderful to work with and helped us a lot with launching multiple Webflow projects in addition to doing a full website backend revamp. Recommend him to anyone!"

Liza Moiseeva

Liza Moiseeva

CMO · Commons

Commons

"Derrick and his colleague were tasked with helping to implement new designs for our Home and Product pages on our website. We had a super tight deadline and they took it in their stride. Their communication throughout the project was great and the results were fantastic. Would highly recommend."

Marcus Vitelli

Marcus Vitelli

Brand Executive · Flexciton

Flexciton

"Derrick translated our ideas into visually stunning designs. He took our vision for Mirador Local's online presence and brought it to life in a way that exceeded our expectations. I highly recommend him to anyone seeking a talented and reliable designer for their next project."

Gerry White

Gerry White

Global Growth · Mirador

Mirador

"Derrick has a solid and broad understanding of Webflow and has delivered huge improvements to our website."

Tim Sater

Tim Sater

Marketing Lead · Provenance

"Derrick and his team did a great job building our marketing site and leaving us with the tools to sustainably iterate on our website. They didn't stop until the site perfectly matched our design vision. We would definitely work with them again!"

John Outwater

John Outwater

Data Visualization · Renoster

Renoster

"Derrick made our vision a reality, he's simply a brilliant website developer. We're incredibly happy with the results, which match the designs. If you're a startup or scale-up looking for an excellent web developer to turn your ideas into reality, look no further!!"

Ben Leftley

Ben Leftley

Senior Delivery Manager · Unmind

"It was great working with Derrick’s team! Communication was smooth and the website ideation, design and development were executed well without much hiccups. Will highly recommend for your website projects! :)"

Indra Basak

Indra Basak

Marketing · PreciX

PreciX

"Derrick was conscientious, efficient and delivered on time. Communication was effective and they really understood the issues at hand. He ultimately delivered a professional looking website that exceeded expectations."

Miles Owen

Miles Owen

Head of Digital · FMpay

Have something to build or improve?

Let's talk about it

Need a website or app built, improved, managed or automated? Tell me what is getting in the way and I'll get back the same working day.

A few useful details

A rough overview is enough to get started.

I usually reply within two working days.

AI-assisted development questions

Straight answers about the tools, quality, timelines and responsibility.

It should not. AI can accelerate research, drafting, implementation and checking, but its output still needs context, review and testing. I remain responsible for every decision and everything that ships.

I use Codex for hands-on implementation and multi-step delivery, Claude for architecture and close review, and Grok in fast or high-reasoning modes for exploration and a useful second view. MCP servers can give those tools approved access to the context and actions a workflow needs.

The tools can reduce time spent on repetitive work and make more iteration possible within a project. Pricing still reflects the scope, risk and responsibility involved, not the number of prompts or hours spent typing code.

AI changes how development gets done, but a useful product still needs someone to understand the customer, make trade-offs, shape the experience, protect quality and take responsibility for the outcome.

Yes. I was building websites and products long before the current generation of AI tools. They support the process where appropriate, but they do not define the service or replace an agreed technical approach.

need a hand?

I build websites and apps

I work across product marketing and engineering, turning ideas into useful digital products and improving how they perform after launch.

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