Jobs won't disappear. Roles will.

TL;DR: AI isn't replacing jobs entirely, but it is rapidly merging roles and eliminating the cost of delay in software development. If you aren't adapting, you're falling behind.

How has AI changed software project delivery?

AI has changed software project delivery by drastically reducing the time and headcount required to build complex applications. I just delivered a $65K project without the resources I would have needed just a year back. To put that in perspective, a small $10K web app project took three people 2.5 months to build without AI just a few years back, and even the first ChatGPT model would hallucinate on more than 2,000 lines of code. Today, AI-assisted developers complete tasks up to 55% faster.

So with this bigger project choosing Claude definitely felt unreal. The process involved a lot of planning, improving the plan, getting it approved, and then testing. Guess what was the most time consuming task? It was thinking, planning, and testing. What if you could automate the coding but still had to map out the entire business logic yourself? That is exactly where we are right now.

Improving the scope takes a lot of deep learning about business operations before taking a deeper dive. You really have to take one step back and look at:

• Existing tools and what can be tossed out.

• What needs a special scope request for API.

• How to structure the prompts so the AI understands the full context.

Why are traditional development roles disappearing?

Traditional development roles are disappearing because AI agents now handle heavy coding tasks, forcing developers to pivot toward planning, scoping, and system architecture. Lots of roles that existed just a year ago are now bleeding into each other. Plus, the code is very high quality, since agents have much more context memory to find issues and flag them for review. Ignoring this shift is a silent budget killer for any tech team. Ignoring this shift is a silent budget killer for any tech team.

So if you are a developer reading this or small team building something useful and still manually coding, I'm not sure the world can wait for you. The unrealised cost of ignoring these tools can easily reach $100,000 annually for a small agency. If AI can't do something for you, it likely means you lack the skill to use it and collaborate with the tools to achieve your goal. But once you figure it out, you will absolutely be crushing it (we see this all the time with our own tool, ThoughtForge).

By the way, this was not my first system build-out that is in production and used by a real business every day. If you want to join operators group - I have just made a waiting list.

Disclaimer: The group is for people who want to keep up with how to apply AI to build software products, automations, integrations between systems without using third-party tools that keep on breaking. I am happy to expand the group scope that helps every member inside from complete newbie to advanced skill sets once the group opens.

If you are a key decision-maker in a business and want experts to build a scope or just want to share what you have built for a second opinion - Let’s Talk!