Peter Cimring

Documentation Engineer

---
focus: [AI-Assisted Workflows, Documentation Engineering, Solutions Engineering]
core_skills: [Documentation Strategy, Developer Experience, Workflows & Systems, Team Management, Customer Support, Pre/Post-Sales, Building & Coding]
ai_skills: [Claude Code, AI-Assisted Engineering, Agentic Workflows, LLM-Ready Docs (MCP)]
---

Hi 👋

I'm a documentation engineer with a background on both sides of product development.

As a product owner, I scoped requirements and managed development teams. As a solutions engineer, I handled technical support and rolled out custom solutions.

That mix is why I treat documentation as a usability problem, not just a writing problem.

Above all, I believe in learning by building - and giving back to the open-source tools that I use. This site showcases some of my personal projects.

AI Orchestration & BPMN

Orchestrating business processes with AI agents and human-in-the-loop reviews, e.g. Camunda/BPMN.

Live Demo

Doc Feedback Triage - Live Demo

A BPMN-driven workflow that triages incoming documentation feedback, with a human-in-the-loop review step before anything is filed.

Live View demo

Doc Feedback Triage - Source

Application code behind the live demo above, including the Camunda/Zeebe process definition.

Live View source

Camunda Docs - Merged Contribution

A documentation fix contributed and merged into Camunda's public docs repo.

Live View PR

Agentic Frameworks

Building custom agents with frameworks like LangChain: chains, tools, and memory.

Coming Soon

LangChain: A Gentle Introduction

A hands-on introduction to building agents with LangChain.

In Progress

LangChain Docs - 4 Merged Contributions

Four documentation fixes contributed and merged into LangChain's official docs repo.

Live View PRs

AI Engineering

Embedding LLM functionality directly via an API (e.g. Anthropic API), no framework.

Live Demo

AI Payment Scheduling - Live Demo

An AI agent redistributes a payment schedule from plain-language chat instructions, with every proposed number independently verified before it's shown.

Live View demo

AI Payment Scheduling - Source

React frontend, Vercel serverless API calling Claude directly, and the deterministic reconciliation logic behind the live demo above.

Live View source