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work

Case studies from my production builds — what I shipped, how it's architected, and why the decisions were made the way they were. Source code for some of these lives in other public repos; for in-flight or client-adjacent projects, this is the canonical write-up.

Me: Aaron "Carl" Lewis · Forward Deployed Engineer · ex-Accenture · ex-Microsoft (TEKsystems) · @crafty-arl


Case studies

Stack Role Status
theKickBack — text-first venue protocol Twilio · Cloudflare Workers · Next.js · Docker · Caddy Solo builder 🟢 Live (source)
Mitobyte App — tech community hub & directory Vite · React · Cloudflare Pages/Workers · D1 · Fedify/ActivityPub · Crossmint Solo builder 🟢 Live (app.mitobyte.com · source)
Azure AI Foundry Practice Hub — agent patterns for Azure AI Azure AI Foundry · Python · YAML · Azure CLI Solo builder 🟢 Published (source)
EtherithApp — mem-weaver — multi-agent memory platform Python · CrewAI-style multi-agent · OpenAI · IPFS Solo builder 🟡 Paused

How to read these

Every write-up follows the same shape:

  1. What it is — one paragraph
  2. Why I built it — motivation, constraint, or client need
  3. Architecture — diagram + component breakdown
  4. Notable engineering decisions — the trade-offs I actually made
  5. Outcome / metrics — who used it, what moved
  6. What I'd change — honest retrospective

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Case studies — production builds and client work by Carl Lewis (Forward Deployed Engineer)

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