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zxzinn/README.md

Chao-Chin (Zach) Chang

AI Agent Engineer | Agent Infrastructure & Developer Tooling

I build AI agent infrastructure, developer tools, and open-source systems across agent runtimes, LLM gateways, multi-agent workflows, RAG, streaming APIs, reliability, security, and developer productivity. I tend to work where application code meets framework internals: async execution, queues, memory behavior, database pooling, and production failure modes.

Previously, I was an AI Agent Engineer and hands-on technical lead at MaiAgent, where I worked on the AI platform behind 50+ enterprise customers across finance, manufacturing, and government.

Selected impact at MaiAgent

  • Led the platform-wide migration from LlamaIndex to LangChain and LangGraph. Consolidated Socket.IO, SSE, and completions onto shared runtime primitives, removing 1,042 lines of legacy streaming orchestration.
  • Designed and built an OpenAI-compatible LLM gateway with multi-provider routing and failover, BYOK credentials, streaming, tool calls, multimodal input, embeddings, billing, and usage observability.
  • Scaled the WebSocket layer from 400 to 2,000 concurrent users and reduced completions P99 from about 20 seconds to under 3 seconds by eliminating duplicate queries, blocking I/O, and worker lock contention.
  • Diagnosed production failures across CPython, LlamaIndex, aiohttp, Sentry, and boto3. Fixed memory leaks, Django ASGI and PgBouncer issues, and rebuilt Celery for at-least-once delivery.
  • Built team-wide engineering guardrails across CI, isolated worktree databases, automated migration repair, code review, and ECS delivery.

Open source and developer tooling

  • cf-gdrive-mcp: A remote MCP server on Cloudflare Workers with Google OAuth. Built before joining MaiAgent, it became the foundation of MaiAgent's production Workspace MCP.
  • django-makemessages-rs: A Rust replacement for Django makemessages that reduced extraction from over 20 seconds to under one second with byte-identical PO output. It was adopted in MaiAgent's pre-commit and CI workflows.
  • djangorestframework-camel-case: Added native async middleware after tracing production CurrentThreadExecutor failures to one sync-only middleware collapsing Django's ASGI chain.
  • neon-selfhost: A Go CLI and Helm chart for self-hosted, copy-on-write Postgres branching across Docker and Kubernetes.
  • django-channels-jwt-stateless: Stateless JWT authentication middleware for Django Channels with zero database queries during WebSocket handshakes.
  • opencti-mcp: An MCP server for querying OpenCTI threat intelligence, with 40 stars and 18 forks.

Upstream contributions

  • LlamaIndex: 12+ merged PRs across agent workflows, MCP schema parsing, Bedrock reasoning models, retry behavior, and OpenSearch resource cleanup.
  • OpenTelemetry JS PR 6215: Fixed misleading gRPC exporter documentation after tracing a local TLS failure through framework internals.

Contact

LinkedIn · Email

GitHub statistics
GitHub stats Most used languages

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  1. neon-selfhost neon-selfhost Public

    Self-hosted Neon: branching CLI + Helm chart for Docker and Kubernetes

    Go 1

  2. cf-gdrive-mcp cf-gdrive-mcp Public

    Remote Google Drive MCP server on Cloudflare Workers with Google OAuth and API key authentication.

    TypeScript 1

  3. django-makemessages-rs django-makemessages-rs Public

    A fast Rust alternative to Django's makemessages command

    Rust 2 1

  4. djangorestframework-camel-case djangorestframework-camel-case Public

    Forked from vbabiy/djangorestframework-camel-case

    Camel case JSON for Django REST Framework, with native async middleware support for Django ASGI.

    Python

  5. opencti-mcp opencti-mcp Public

    MCP server for querying OpenCTI threat intelligence, indicators, reports, malware, and threat actors.

    TypeScript 40 17

  6. run-llama/llama_index run-llama/llama_index Public

    LlamaIndex is the leading document agent and OCR platform

    Python 51.9k 8.1k