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yeliang-wang/README.md

yeliang-wang

I build production-grade AI agent workflows, AgentOps tooling, and self-evolving product systems.

My current focus is turning AI coding from one-off prompt execution into repeatable operating loops: goal-driven agents, real E2E validation, evidence collection, release governance, and human review gates.

Current Work

  • Octopus AgentOps - Reusable Claude Code and Codex subagent workflows with loop-ready contracts, generated distributions, validation, install tooling, and a portable diagnostics sandbox.
  • EvoPilot - Experiments around production lifecycle governance, release evidence, and long-running agent validation.
  • touge-writing-reboot-skill - A reusable writing and reboot skill distilled from public technical-writing patterns.
  • hermes-agent - Agent engineering experiments around workflow execution and productized automation.

Engineering Direction

I care about agent systems that can prove what they did.

That means:

  • goal-driven loops instead of isolated prompts
  • MCP and UI-level E2E validation instead of API-only demos
  • production lifecycle governance with explicit GO / NO-GO decisions
  • evidence bundles, logs, screenshots, and reproducible checks
  • safe SCM / CI / release handoffs
  • self-evolution proposals that stay behind human review gates

Principle

If an agent cannot produce evidence, respect safety gates, and improve through a repeatable loop, it is not production-ready.

Pinned Loading

  1. hermes-agent hermes-agent Public

    Forked from NousResearch/hermes-agent

    The agent that grows with you

    Python

  2. octopus-agentops octopus-agentops Public

    Reusable Claude Code and Codex agent workflows with a portable diagnostics sandbox.

    Python 1

  3. EvoPilot EvoPilot Public

    Evidence-driven SaaS control plane for AI-agent product evolution, approvals, and release decisions.

    JavaScript 1

  4. touge-writing-reboot-skill touge-writing-reboot-skill Public

    Headless writing and reboot skill distilled from Touge Kancode public writing

    Python 1

  5. ProofOps ProofOps Public

    Evidence-first release governance for AI agent products: real-boundary maturity gates, active stability, and product-native GO/NO-GO decisions.

    Python 1