imagile
Proof
Over a decade of shipped work. The recent stuff is public.
Outcomes from staff and principal engineering roles across banking, HR tech, health tech, and ed tech — plus the builds shipped under the Imagile name, live and open for inspection right now.
Two kinds of evidence here. First, outcomes from over a decade in staff and principal roles — described without naming employers or clients, deliberately. Discretion is part of the service, and the work you'd hire Imagile for gets the same treatment. Second, builds released under the Imagile name, open for you to judge firsthand.
The headline numbers
30%
of bugs detected, triaged, and fixed by automated fix workflows
Datadog · Sentry · App Insights
30+ min
cut from PR review time, per pull request
AI code review pipeline
98%
performance improvement on a rewritten event-driven system
Event-architecture rewrite
4x
improvement in deployment frequency
CI/CD rebuild
86%+
performance improvement on institutional finance workloads
Legacy system rewrite
Hours/wk
of engineering time returned by agentic workflows and self-healing systems
Developer experience work
The track record
Where the numbers come from
Selected outcomes from over a decade of staff- and principal-level work. No names, no dates — just what shipped and what it changed.
AI engineering, in production
- Built automated fix workflows that detect and triage bugs and propose code fixes automatically — wired into Datadog, Sentry, and App Insights — now covering 30% of fixes.
- Built an AI-powered code review pipeline with automatic fallback across model providers — cut review time by 30+ minutes per pull request, and it keeps working through provider outages.
- Shipped an AI ops pipeline that triages production alerts and hands engineers the fix with the investigation behind it — screenshots included — before anyone asks.
- Architected an AI-native internal developer portal with agent skills, self-healing workflows, and end-to-end test history, so engineers and coding agents work against a fully realistic environment.
Platforms and rewrites
- Set the technical vision for a company-wide product platform designed to scale 10x, with a live sync bridge to the legacy applications it replaced.
- Rewrote a failing event-driven architecture — 98% performance improvement and an end to customer data loss.
- Led rewrites of institutional finance systems handling millions of dollars per hour — 86%+ faster, passing internal audit.
- Quadrupled deployment frequency by rebuilding CI/CD from the ground up.
Public builds
Built under the Imagile name
Shipped and maintained in the open. Don't take my word for any of it — click through and judge the work yourself.
Context Overflow
A gamified AI-fluency learning platform — React 19 SPA and a .NET 9 Azure Functions API, four shipped training modules on agentic development.
context-overflow.dev ↗imagile-app
The multi-tenant B2B SaaS platform behind Imagile itself: .NET, Blazor WASM, Azure Container Apps.
This site's blog pipeline
A GitHub Actions workflow where a Claude Code agent drafts posts from filed issues, opens a PR, and iterates on review feedback.
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