Case studies
Before and after proof by service — filter by the role you care about.
AI / Automation Developer
Internal ops chatbot on LLM APIs
An operations team used an AI / Automation Developer to ship a support assistant with human escalation paths.
Before
Spreadsheet macros and a shared inbox — no audit trail for automated replies.
After
LLM-backed assistant with workflow hooks, logging, and PM-owned scope for every extension.
First-response time cut; every automation change still goes through checklist confirmation.
View ai automation developer role →E-commerce Developer
Checkout hardening for a Shopify store
An e-commerce brand added an E-commerce Developer plus Quality Runner to stabilize cart and payment flows.
Before
Intermittent cart failures on mobile Safari and unclear ownership after each freelanced hotfix.
After
Documented checkout checklist, regression passes after each revision, and a stable labelled team in chat.
Mobile conversion recovered; Quality Runner pass log became the release gate.
View ecommerce developer role →Website Developer
Marketing site rebuild in six weeks
A B2B SaaS replaced a brittle brochure site with a structured WordPress build under a Website Developer monthly plan.
Before
Stale theme, plugin conflicts, and no owner for ongoing content pages.
After
Clean page templates, performance budget met, and a living checklist for each new campaign page.
Campaign pages ship same-week; support tickets on the site dropped sharply.
View website developer role →