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oouo/README.md

Building production-grade intelligent systems.

GitHub Followers Profile Views

> cat about.md

name: Richard
role: AI/ML Engineer
focus: Building intelligent systems that operate autonomously at scale
languages: ["Java", "Python", "Go", "Rust"]
methodology: Prompt โ†’ Context โ†’ Harness โ†’ Loop
currently:
  building: Multi-agent systems & AI infrastructure
  exploring: MCP ecosystem, autonomous pipelines, LLM serving
  reading: Papers on context engineering & agent orchestration

> cat engineering_layers.md

From a single instruction to autonomous systems โ€” each layer builds on the last.

Layer Focus Key Concepts
01 Prompt Instruction Design Few-shot ยท CoT ยท Structured Output ยท Constraint Prompting
02 Context Information Supply RAG ยท Vector Search ยท Memory Systems ยท Knowledge Graphs
03 Harness System Orchestration Agents ยท Tool Use ยท MCP ยท Multi-Agent Coordination
04 Loop Autonomous Operation Feedback Loops ยท Self-Healing ยท Human-in-the-Loop ยท CI/CD for AI

> ls tech/

Languages & ML

Infrastructure

> stats

GitHub activity

Richard's GitHub Stats

Prompt โ†’ Context โ†’ Harness โ†’ Loop

@oouo's activity is private