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AmariahAK/README.md

Amariah Kamau

AI Engineer · Full Stack Architect · Founder @ NorahLabs

I build production AI systems — agentic orchestration engines, RAG pipelines, and native desktop applications. Based in Nairobi, Kenya. Currently focused on making serious AI tooling accessible to developers who don't want cloud lock-in or privacy trade-offs.

AWS Certified Data Engineer · Google Cloud Professional Data Engineer · AWS Certified Developer


Flagship: Atlarix

A native desktop AI coding environment for developers who want real architectural understanding — not just autocomplete.

v8.2.0 · Mac + Linux · atlarix.dev

Atlarix parses your codebase into a live Blueprint graph via Round-Trip Engineering using oxc-parser (Rust, ~2× faster than SWC) for TypeScript/JS and WASM tree-sitter for Python, Go, and Rust — then uses that graph as RAG for every AI query, reducing token usage from ~100K to ~5K per query.

v8.2.x highlights:

  • oxc-parser for TS/JS/JSX/TSX — Rust-based, 256KB per-file cap, cooperative yield every 10 files
  • WASM tree-sitter — Python, Go, Rust via web-tree-sitter + tree-sitter-wasms, packaged via extraResources
  • Parser worker pool — 2–4 dedicated workers with timeout and crash recovery
  • get_repo_overview — lightweight cold-session orientation without full Blueprint parse
  • Secret path denylist — .env*, *.pem, *.key, service account files blocked from all read paths

v8.1.x highlights:

  • Blueprint restored lazy — graph schema, IPC, click-to-load canvas (500-node cap)
  • Tool consolidation 60+ → 28 — unified search (auto/text/semantic/structural), edit_file, on-demand MCP (list_available_mcps + mcp_call), Skills via ToolRegistry
  • compress_context — model-triggered, not pre-dispatch; removes latency from every standard turn
  • get_workspace_overview + read_attachment_summary macro tools
  • Streaming guarantee — every exit path emits chat:response:end exactly once
  • ~50% token reduction per turn — 6 pre-dispatch injections converted to tool-driven retrieval (verified via OpenRouter logs)

v7.x foundations:

  • Parallel agents: Research · Architect · Builder · Reviewer · Debugger · Explore
  • DelegationMonitor — cyclic and runaway delegation detection with bus abort
  • Compass managed tier — no API key required (Fast / Balanced / Thinking)
  • Full CI/CD with Apple Notarisation + Linux packaging (.deb / .rpm / .AppImage)
  • Three-tier subscription (Free / $0 · Pro / $19mo · Workforce / $79mo)
  • ResearchLedger-driven deep research with BM25 relevance filtering

Multi-provider: OpenAI · Anthropic · Google Gemini · Groq · Mistral · xAI · OpenRouter · Together AI · Ollama · LM Studio

Achievements: Winner — Amazon Nova AI Hackathon (Devpost × AWS) · Red Bull Basement Global Innovation Programme · GDG Nairobi Agentathon (May 2026)


Open Source

atlarix-skills — Community skill registry for Atlarix. Skills teach agents language patterns, framework conventions, and developer workflows across React, Next.js, Python, TypeScript, Go, Rust, Docker, MCP, testing, and more. Apache 2.0.

atlarix-mcps — MCP marketplace index for Atlarix. One-click server connections from the in-app marketplace.

atlarix-releases — Desktop app release builds for Mac and Linux.


Stack

Layer Technologies
Languages TypeScript · Python · JavaScript · SQL · Bash
AI / ML Agentic Systems · RAG · Graph RAG · Multi-Agent Orchestration · Context Compression · LangChain · Hugging Face · oxc-parser · Tree-sitter (WASM)
Desktop Electron · React · React Flow · SQLite
Backend Node.js · Django DRF · FastAPI · PostgreSQL · Redis · Celery
Infrastructure AWS · GCP · Docker · GitHub Actions · Supabase · Vercel
Auth & Billing Auth0 · Token Vault · LemonSqueezy
Monitoring Sentry · PostHog · Prometheus · Grafana

Other Projects

Praxia — AI healthcare assistant with MONAI X-ray analysis (pneumonia, fractures, tumours), multilingual symptom diagnosis, real-time WebSocket chat, and Docker/Nginx/Celery production stack.

Commit Checker — Open source CLI tool for Git commit analysis.


African AI

Atlarix is built in Nairobi. Most serious AI developer tooling assumes a Western cloud subscription. Atlarix is open-model by design — bring any provider, including locally-built African models. Currently piloting with African AI labs for native MansaLLM integration.


Stats


Connect

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Pinned Loading

  1. commit-checker commit-checker Public

    Stay consistent. Stay accountable. Stay committed

    Python 5 2

  2. atlarix-releases atlarix-releases Public

    All releases & release notes for Atlarix

    1

  3. Praxia_Backend Praxia_Backend Public

    AI-powered healthcare assistant backend — symptom analysis, X-ray interpretation, multilingual support, and real-time WebSocket chat. Built with Django DRF, Celery, Redis, Docker, and Nginx.

    Python 1

  4. Praxia_Frontend Praxia_Frontend Public

    AI-powered healthcare assistant frontend — symptom analysis, X-ray upload, multilingual chat, and health news. Built with Next.js 14, TypeScript, and Tailwind CSS.

    TypeScript 1

  5. atlarix-skills atlarix-skills Public

    Community skill registry for Atlarix — SKILL.md files that teach Atlarix agents language patterns, framework conventions, and developer workflows. Apache 2.0.

  6. atlarix-mcps atlarix-mcps Public

    JavaScript