AI Infrastructure Builder — I build the systems that make AI agents work in production: orchestration runtimes, coordination protocols, budget controls, and resilience patterns.
17 years in manufacturing operations. Self-taught engineer. Now building production infrastructure for AI systems.
AI exocortex and multi-agent orchestration monorepo. Four packages: Core (personal AI with memory and learning), Forge (workflow runtime with budget enforcement, quality gates, and checkpoints), Quorum (decentralized coordination protocol, live on PyPI), and Bootstrap (install daemon and dashboard).
13,100+ tests · 96-97% coverage per package · Python · PyO3 · MIT
League-centric AI fantasy sports decision engine. Next.js frontend + React Native mobile + FastAPI backend + PostgreSQL + Redis. Deployed to production on Fly.io + Vercel.
1,988 tests · 99% coverage · Python · TypeScript · benchgoblins.com
Offensive security operations platform. Recon, scanning, vulnerability analysis, and reporting — orchestrated through structured pipelines with full audit trails.
5,074 tests · Python · Docker · Multi-arch (amd64 + arm64) · MIT
Local-first document intelligence. NER, classification, OCR, full-text search, forensics timeline, and entity graph analysis — all on SQLite with zero cloud dependencies.
1,055 tests · 97% coverage · Python · FastAPI · MIT
83 workflow files across 20 repos. 0 open code scanning alerts.
| Capability | Evidence |
|---|---|
| Containerization | Multi-stage Dockerfiles, docker-compose (5 services), templates |
| Kubernetes | Deployments, HPA (2-10 pods), Ingress, Kustomize, Helm chart — K8s manifests |
| CI Pipelines | Lint → test → SAST → build → deploy across Python, Rust, TypeScript |
| Security Scanning | CodeQL + gitleaks + Bandit + Semgrep + Trivy + TruffleHog + pip-audit |
| Live Deployments | BenchGoblins on Fly.io + Vercel, 4 packages on PyPI via OIDC |
| Monitoring | Prometheus alerting (14 rules), OpenTelemetry tracing — alert rules |
| Benchmarks | Automated performance regression tracking on gh-pages (3 repos) |
| Tool | What | Tests |
|---|---|---|
| promptctl | Claude API toolkit — prompt engineering, code review, doc intelligence | 286 |
| memboot | Zero-infra persistent memory for LLMs — SQLite + TF-IDF vector search (PyPI) | 285 |
| claudemd-forge | CLAUDE.md generator/auditor for AI coding agents (PyPI) | 569 |
| ai-spend | AI API cost aggregator — Anthropic + OpenAI billing in one view | 222 |
| agent-audit | Workflow YAML cost estimator + linter for agent pipelines | 193 |
| mcp-manager | MCP server manager — discover, monitor, manage across IDEs | 139 |
| Project | What | Tests |
|---|---|---|
| Argus Overview | EVE Online multi-boxing tool for Linux + Windows (2,500+ downloads) | 1,892 |
| Convergent | Multi-agent coordination library — intent graphs, consensus, stigmergy (PyPI) | 904 |
| marketing-engine | LLM-powered content pipeline + platform API publishing | 581 |
| TideWise | Fishing forecast engine — solunar, tides, pressure, 7 scoring factors | 373 |
| ai-skills | 70 production skills for Claude Code agents | — |
Products — Arete Consortium
| Product | What |
|---|---|
| BenchGoblins | AI fantasy sports engine — live on Fly.io + Vercel · benchgoblins.com |
| Herald | Automated social promotion for GitHub releases — Reddit, X, LinkedIn |
| Tests across active repos | 30,700+ |
| Projects with CI green | 20 |
| Live deployments | BenchGoblins (Fly.io + Vercel), 4 packages on PyPI |
| Security posture | 0 code scanning alerts across all repos |
Languages: Python, Rust, TypeScript Frontend: React, Next.js, React Native/Expo, PySide6, HTMX Backend: FastAPI, SQLAlchemy, Alembic, WebSocket, Redis pub/sub Database: PostgreSQL, SQLite (WAL + FTS5), ChromaDB, Redis Infrastructure: Docker, Kubernetes, Helm, GitHub Actions, Fly.io, Vercel, Prometheus AI: Claude API, OpenAI, Ollama, multi-agent orchestration, MCP servers Security: CodeQL, Bandit, Semgrep, Trivy, gitleaks, SAST pipelines
- 17 years manufacturing operations (Toyota Production System)
- Self-taught software engineer
- Focus: The boring infrastructure that makes AI actually work in production
Portland, OR · LinkedIn · jamesyng79@gmail.com
