AutEng

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AutEng

Autonomous Engineering (AutEng) gives you an AI-powered workspace tailored to technical, mathematical, and physics Markdown. KaTeX and Mermaid support make it great for equations, diagrams, specs, architecture documentation, proofs, and scientific write-ups. You can draft, refine, and publish professional Markdown rapidly.

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About AutEng

AutEng is an AI-native workspace for writing technical documentation in Markdown. It offers support for GitHub Flavored Markdown, Mermaid diagrams and KaTeX math, along with syntax-highlighted code blocks. The editor can be tried in the browser without an account, and documents can be downloaded as .md files; creating an account allows saving work and generating public share links.

An AI assistant drafts architecture documents, API documentation, technical specifications, tutorials, algorithm explanations and data pipeline docs from plain-language requests. It can search the web for current information and asks clarifying questions when details are missing. For mathematical content, the AI can verify derivations step by step using a Computer Algebra System (SymPy) and generate machine-checked proofs with Lean 4 and Mathlib.

AutEng is aimed at engineers and technical teams writing architecture docs, ADRs, RFCs, API specs and runbooks, as well as people producing mathematics and data science write-ups or academic papers.

Best for

  • Engineers writing architecture docs and specs
  • Technical teams producing API documentation and runbooks
  • Mathematicians and researchers writing proofs and derivations
  • Data science teams documenting pipelines and algorithms

Pros

  • Native Markdown with Mermaid diagrams and KaTeX math rendering
  • Editor can be tried without creating an account
  • CAS and Lean 4 verification for math derivations and proofs
  • Bring-your-own API keys allow unlimited AI chats

Cons

  • Free plan includes only 2 AI chats per month
  • Team plan with shared projects is not yet available

Pricing

A Free plan allows creating and sharing with 2 AI chats per month, a paid Solo plan includes 20 chats per month plus bring-your-own API keys, and a Team plan is expected from about $19/month per project, with a 30-day money-back guarantee.

AutEng FAQ

Can I try AutEng without signing up?
Yes, the editor can be tested with no account required. An account is needed to save work and create public share links.
What happens when I reach my monthly AI chat limit?
You can upgrade to a higher plan or add your own API keys from providers such as OpenAI or Anthropic for unlimited chats billed by the provider.
How does AutEng verify mathematical content?
It uses a Computer Algebra System (SymPy) for algebraic checks and Lean 4 with Mathlib for machine-checked formal proofs.
Is there a refund policy?
Yes, AutEng offers a 30-day money-back guarantee with a full refund on request.

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