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what is production-architecture-explorer fr?

suyashpradhan/production-architecture-explorer — explained in plain English

Analysis updated 2026-05-18

0TypeScriptAudience · developerComplexity · 2/5Setup · easy

tl;dr

An interactive map showing the seven layers a production AI system needs, from routing to safety to evaluation.

vibe map

mindmap
  root((Architecture Explorer))
    What it does
      Maps 7 AI stack layers
      Links to curriculum
      Request trace animation
    Tech stack
      Next.js
      React
      TypeScript
    Use cases
      Learn AI system design
      Compare MVP vs enterprise
      Trace curriculum lessons
    Audience
      Developers
      AI engineering students

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

what do people make with this?

VIBE 1

Learn how the parts of a production AI system fit together.

VIBE 2

Trace which lessons in a 25 day AI curriculum map to which system layer.

VIBE 3

Watch an animated request travel through gateway, retrieval, orchestration, and safety layers.

VIBE 4

Compare a minimal MVP setup against an enterprise setup for each layer.

what's the stack?

Next.jsReactTypeScriptTailwind CSSFramer Motion

how it stacks up fr

suyashpradhan/production-architecture-explorer0xkinno/astraea0xkinno/halcyon
Stars000
LanguageTypeScriptTypeScriptTypeScript
Setup difficultyeasyhardhard
Complexity2/54/54/5
Audiencedeveloperdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min

Just npm install and run the dev server, no external services required.

No license information is stated in the README.

in plain english

Production Architecture Explorer is an interactive web page that maps out the seven layers a real AI system needs once it moves past a simple demo and into production use. The idea behind it is that most problems with AI systems in the real world, like runaway costs, missing rollback plans, or agents that take unsafe actions, come from gaps in these surrounding layers rather than from the AI model itself being wrong. The seven layers you can explore are the gateway and router, which handles rate limits, choosing which model to use, spending caps, and switching providers if one fails, prompt management, for versioning and testing prompts the way you would version code, the retrieval pipeline, which finds and feeds relevant information into a request, agent orchestration, for multi step tasks where the AI uses tools and follows a chain of actions, guardrails and safety, which filter what goes in and out and enforce rules, observability, for tracing and debugging what happened in production, and evaluation and feedback, for testing quality and improving over time. Clicking on any layer expands it to show what it actually does, what kinds of failures it guards against, and two versions of how you might build it: a simple starting point versus a fuller enterprise setup. The tool also links each layer to a 25 day AI engineering curriculum, so you can see which lessons connect to which part of the system, and there is an animation that shows a single request traveling through all seven layers in order, with notes at each step. It is built with Next.js, React, TypeScript, and Tailwind CSS for styling, with Framer Motion powering the animations. To run it yourself, you install the dependencies and start it with a single development server command, then open it in your browser. The project has no listed license information in its README, and it is a young, unstarred project intended mainly as a learning and reference tool rather than a production service itself.

prompts (copy fr)

prompt 1
Explain what the Gateway and Router layer does and why spend caps matter.
prompt 2
Help me set up this project locally with npm and open it in my browser.
prompt 3
Walk me through how the request trace animation works in RequestTrace.tsx.
prompt 4
Show me how layers.ts and curriculum.ts define the core data model.

Frequently asked questions

what is production-architecture-explorer fr?

An interactive map showing the seven layers a production AI system needs, from routing to safety to evaluation.

What language is production-architecture-explorer written in?

Mainly TypeScript. The stack also includes Next.js, React, TypeScript.

What license does production-architecture-explorer use?

No license information is stated in the README.

How hard is production-architecture-explorer to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is production-architecture-explorer for?

Mainly developer.

peek the repo → explain another one

This repo across BitVibe Labs

double-check against the repo, no cap.