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Isaac Johnston

AI-Native Solutions Architect & Builder · Nairobi, Kenya (NZ Citizen)

20+ years building production platforms. 6 languages.

superstruct.nz · great.sh · isaac@superstruct.nz · LinkedIn · X


Now

great.sh - The managed AI dev environment. 16-agent Claude Code orchestration, MCP server management, credential vaulting, cross-machine sync. Rust · Apache 2.0

Architecton.ai - Productised solutions architecture. Template marketplace for great.sh. Building.


Production Platforms (Superstruct Ltd)

Calyx - Healthcare commerce + AI. Telemedicine, prescriptions, e-commerce, payments, shipping, conversational AI agent (LangGraph, Claude, 9-layer middleware). Thousands of patients. TypeScript · React · LangGraph · PostgreSQL · AWS CDK

Epiphani - Calyx productised for white-label deployment. Launching 2026.

Dxtra - Enterprise privacy compliance. GDPR/CCPA automation, ML PII detection, multi-provider LLM stack, blockchain audit trails. 15+ microservices. TypeScript · Python · FastAPI · LangChain · Java · Clojure · AWS CDK

(IM)PERMANENT - Fashion archive SaaS. ML classification, GPU pipeline, moodboard canvas. TypeScript · React · ComfyUI · Meilisearch · AWS CDK

Discere OS - Experimental. AI models with WebGPU inference, native WASM app ports, RAG architecture. 157+ repos. Rust · WebAssembly · WebGPU


Open Source

re-frame (5.5k stars) - #2 all-time contributor (320 commits), maintainer 2019-2021. Also authored 9 ecosystem libraries including re-frame-fetch-fx (54 stars).

starfish-py - Ocean Protocol Python SDK. #2 contributor, 246 commits.

convex-api-py - Convex blockchain Python SDK. 60 commits.

clj-stellar-sdk - Stellar client library for Clojure. Published on Clojars.

nhost - Go auth service fork with upstream contributions.


Experience

Superstruct Ltd (Fractional CTO, 2019-present) · SaferCities (2024-2025) · Education Perfect (Lead SWE, 2023-2024) · Institute of Data (Lead Trainer, Trainer of the Year 2024 NZ) · Flybot, Singapore (2017-2019) · SMX (2010-2013, 2015-2017) · Joukou (CTO/Co-Founder) · Fishpond (UX Lead, 20K sales/day)

Full timeline at superstruct.nz


TypeScript · Python · Rust · Go · Clojure · Java | Claude Code · LangChain · LangGraph · MCP · RAG | AWS CDK · Docker · Kubernetes | Stellar · Convex · Hyperledger Fabric

superstruct · discere-os · superstructor

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