One senior engineer, accountable end to end. Modern AI tooling does the heavy lifting; fifteen years of shipping by hand - for Johnson & Johnson, GSK, Babbel, Carwow, Citizens Advice - supply the judgment. You get working software at a fixed price, not a burn rate.
Step 1
One week: your idea becomes a spec, an architecture, and a fixed quote.
Step 2
Fixed-scope build
I build the agreed product with visible progress at every milestone, no surprises.
Step 3
Launch & support
Deployed, documented, and supported after it goes live.
Not a build? I also take contract engagements and fractional support. More on the services page.
Most writing about LLMs in Rails apps stops at architecture: RAG, MCP, "AI as a multiplier." The part that actually bites is smaller and more concrete: a model takes eight seconds to answer, and HTTP gives you one response. You either stare at a s...
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You didn't leave Heroku because it was bad. You left because a two-dyno app with a Standard-0 database and a Redis add-on crossed some threshold where the invoice stopped looking like infrastructure and started looking like a subscription. Rails 8...
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