"Intelligence is non-deterministic. Infrastructure shouldn't be."

— Architecting the boundary between non-deterministic AI and highly-reliable systems. Focused on AI Gateways, Agent Orchestration, Multimodal Pipelines, and DevSecOps toolchains.

Ranked by commit frequency — the systems I ship to every day.

• ⟐ HotPlex [~1.1k commits] — Enterprise AI Gateway & Multi-Agent Router.

  High-concurrency, WebSocket-driven architecture bridging local autonomous workers (Claude Code, OpenCode) with enterprise IM platforms (Slack, Feishu). Features multi-model routing, auto-retry heuristics, and zero-downtime high-availability orchestration.

• 🎙️ SpeechRail [~537 commits] — Local-First ASR/TTS Speech Service.

  High-performance, local-first ASR + TTS runtime with OpenAI-compatible APIs, optimized for Apple Silicon (MLX).

• ◈ Sona [~305 commits] — 全本地离线实时语音交互 / 智能会议助手 / Inner OS 伴侣.

  Apple Silicon native, Chinese-first. Real-time offline voice interaction, smart meeting assistance, and a companion layer for the Inner OS ecosystem.

• 🎧 AI Content Studio [~74 commits] — Audio Generation Engine.

  Transforms raw text into broadcast-quality podcast audio with dynamic multi-character dialogue and high-fidelity TTS routing.

• ⚙️ SparkForge [~51 commits] — 高风险决策高保真智能框架.

  AI 理事会辩论（The Council）、原子化安全机制、外科手术式文档演进，确保产出是经过压力测试、可直接落地的生产力资产。

• 🎬 ClawReel [~49 commits] — Agent-Driven Short-Video Automation Pipeline.

  From script synthesis to publish, guided by HITL (Human-in-the-loop) checkpoints.

All-time commit counts on each repo's default branch, measured 2026-09-10.

The systems that keep the core running safely.

• 🛡️ Security Shield [TS] — Multi-layer defense for OpenClaw agents.

  Intercepts prompt injections, prevents privilege escalation, and enforces behavioral boundaries.

• ⏱️ OpenClaw Watchdog [GO] — Silent observer monitoring gateway health.

  Manages backpressure, diagnoses runtime anomalies, and auto-recovers failing agent processes.

• 👁️ PhantomStream [GO] — Dynamic PDF Tracking & Protection.

  Dynamic tracking and protection for PDF documents — a multi-anchor defense system hardened through real red-team / blue-team exercises.

• 🤝 Hikmah [PY] — Private Human–Agent Collaboration Community.

  Identity management, granular permissions, shared context, approval workflows, and full audit trails.

• 🧠 VaultMaster — Slack-Native Obsidian Agent.

  Locally-supported PKM bot powered by HotPlex, enabling intelligent /obsidian-capture and graph queries directly from enterprise chat.

LANGUAGES       Go · TypeScript · Python · Shell
DOMAINS         AI Agent Infra · LLM Gateways · Multimodal Systems · Container Orchestration
PROTOCOLS       MCP · Agent Exchange Protocol (AEP) · WebSocket · OpenAI API
INFRASTRUCTURE  Docker (Multi-stage) · Traefik · Bun · Systemd
FOCUS           Fault Tolerance · State Machines · Schema Validation · Cross-Provider Redundancy