If you run an agency, the short version is this: a good solo developer working with AI coding agents can now turn around builds that used to need a small team. I take on overflow work for US and UK agencies, and the speed difference over the last year has been real, not hype.
From assistants to agents, and why it matters
The big shift in 2026 is that AI coding tools stopped being fancy autocomplete and started acting like agents. Tools like Claude Code can read a whole repository, make changes across many files, run the tests, and keep iterating with very little hand-holding. That is a different category of help than "suggest the next line."
The numbers back this up. Teams at TELUS reported shipping engineering code around 30% faster with Claude Code, saving hundreds of thousands of hours. I am one person, not a 200-engineer org, but the same leverage applies. The boring, repetitive parts of a build move much faster, which frees me to spend time where it actually counts.
Where the time actually goes
Here is the honest breakdown of where agents save me time on a typical agency handoff:
- Scaffolding: models, migrations, CRUD, admin panels. What used to be a day is now an hour.
- Test coverage and refactors: the agent writes and runs tests while I review.
- Wiring up integrations like Stripe or a third-party API, then verifying it end to end.
What does not change is the judgment. Architecture, security, performance, and the calls about what to build and what to skip are still mine. AI is augmenting developers, not replacing them, and any agency that has tried "just let the AI do it" already knows where that ends.
What this means for an agency hiring overflow
You get a single point of contact who works like a slightly larger team. Faster turnaround, fewer revision cycles, and the same person owning the whole thing from server to frontend. For tight deadlines and overflow, that combination is hard to beat.
If you have a build sitting in your backlog that needs a reliable extra pair of hands, that is exactly the kind of work I take on. Schedule a quick call and tell me what is on your plate.
