StepCodex

StepCodexIndustrial Agent Infrastructure PlatformPre-Seed · Industrial Agent

VisionEvery factory deserves its own AI agent system

We build on Industrial RAG, Agent Runtime, and Edge Intelligence for industrial knowledge, agent development, edge collaboration, and industry agents—landing progressively via the StepCodex Stack MVP while validating through industry-education pilots.

Stack core
Generative Teaching SaaS
Courses, question banks, AI learning aids, and multi-tenant governance for institutions.
Utilities
Developer Tools Hub
Curated dev & ops utilities with secure in-browser processing for teams.
Knowledge
Issue & FAQ Knowledge
Structured FAQs, issues, and docs as trusted sources for RAG and AI answers.
Strategic path

Progressive market entry from industry training to industry agents

  1. 1

    Industry training

    Courses and bootcamps as the knowledge entry point

  2. 2

    Industry-education pilots

    Pilot programs build reusable knowledge assets

  3. 3

    Industry PoC

    Scoped validation of products and agent templates

  4. 4

    Industrial customers

    Scaled delivery for manufacturing scenarios

  5. 5

    Industry agents

    MES, knowledge, and other industry agents at scale

Platform products

Full product matrix built on Industrial RAG, Agent Runtime, and Edge Intelligence

Industrial RAG

Industrial knowledge RAG and enterprise knowledge foundation

Agent Cloud

Multi-agent orchestration, deployment, and unified runtime

Edge Runtime

Cloud-edge sync and on-site local inference

MES / AOI Agent

Agents for MES and automated optical inspection

Edge Controller

Edge device access, scheduling, and on-site coordination

Industrial Agent OS

Unified agent operating system for industrial scenarios

GitHub issue graph ai analysis

Paste a GitHub issue URL. We fetch that issue, discover linked issues from bodies/comments/timeline, collect linked pull requests, and produce a structured English report.

The report is written in English Markdown for sharing and archival.

Industrial RAG
Enterprise knowledge foundation for RAG and industry assets.
Agent Runtime
Cloud-edge sync, local inference, and unified agent runtime.
Edge Intelligence
Edge inference and on-site intelligence for industrial scenarios.
Core advantages

StepCodex is an industrial agent infrastructure platform—validated through the Stack MVP and industry pilots, not a generic AI toolkit.

Pre-Seed · Shenzhen · 2 industry pilots

Industrial-native

Agent templates and knowledge pipelines built for shop floors and industry-education pilots—not generic chat.

Knowledge-first

Industry-education pilots and structured FAQs/issues feed Industrial RAG and trustworthy AI answers.

Progressive rollout

Enter via the StepCodex Stack MVP with scoped pilots—single tenant, single line—avoiding big-bang replacement.

Cloud-edge stack

Agent Runtime and Edge Intelligence orchestrate cloud development and on-site inference for scalable industry agents.

How we deploy
Progressive rollout
Start with scoped pilots—single tenant, limited AI—not big-bang replacement.
Knowledge assets
Industry-education pilots and FAQ/issue pipelines build reusable knowledge and agent templates.
Governed AI
Multi-model gateway, RAG citations, quotas, and audit trails for governed AI.
Common scenarios
Industry training
Courses, bootcamps, and question banks that feed industry pilot assets.
Industrial PoC
MES and knowledge agents for PCB, SMT, semiconductor, and related PoCs.
Dev & ops efficiency
Tools hub plus knowledge base to cut repeat work with unified access.
Founder

Telecom and semiconductor engineering background; leads StepCodex Stack and industrial agent platform

Bruce Yao

Founder & CEOSun Yat-sen University · M.S. in Computer Science
Contact founder

Founder of StepCodex, leading the StepCodex Stack and industrial agent infrastructure platform. Previously contributed to ZTE private-network cluster handset R&D, ICT PBX/SIP communication projects, WiFi management platform development, HiSilicon autonomous-driving MDC integration with first-release joint bring-up, and Qingdao Binhai City pump room IoT management system development. Now focused on Industrial RAG, Agent Runtime, and Edge Intelligence through industry-education pilots and industrial PoCs.

Telecom & embeddedSemiconductor integrationIndustrial AgentAI & RAG
FAQ
How do StepCodex and the Stack relate?
StepCodex is the industrial agent infrastructure platform; the Stack is the 2026 Phase 1 MVP—teaching SaaS, tools hub, and Issue/FAQ—extending toward Industrial RAG, Agent Cloud, and industry agents.
What is the current market traction?
Pre-Seed stage: two industry pilots running, industry-education validation in parallel with Stack MVP, plus knowledge bases and agent templates in progress.
Where should I start?
Try the tools hub for daily tasks, the teaching SaaS for courses and banks, or the Issue knowledge base to search and capture FAQs and solutions.
Tech ecosystem

Official sites open in a new tab.

OpenClawLocal-first personal AI assistant gateway.
CrewAIMulti-agent orchestration framework.
AutoGenMicrosoft multi-agent conversation framework.
ClaudeAnthropic’s general-purpose AI assistant for writing, reasoning, and coding.
CodexOpenAI’s coding assistant and code intelligence product line.
DifyLLM app platform: workflows, knowledge base, and tool integrations.
Gemini CLIAn open-source AI agent that brings Gemini into your terminal.
n8nWorkflow automation and integrations (self-hostable).
LiteLLMUnified OpenAI-style proxy for many LLM providers.
vLLMHigh-throughput LLM inference & OpenAI-compatible serving.
OllamaRun and manage open-source LLMs locally.
LlamaIndexRAG/data framework: indexing, retrieval, tools, agents.
TransformersHugging Face’s library of pretrained models.
LangChainLLM app framework: chains, tools, memory, agents.
PyTorchDeep learning framework for training & inference.
Next.jsFull-stack React framework (routing, SSR/SSG, APIs).
FastAPIHigh-performance Python API framework (typing + OpenAPI).