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Common Agentic Patterns

Workshop examples from the Devscale AI Product Engineering bootcamp, built with the @anvia SDK. Each file demonstrates one core agentic building block on top of an OpenAI-compatible chat API.

Patterns

File Pattern What it does
src/index.ts Chat loop with memory Interactive CLI chat: model selector, full conversation history kept in a messages array, streamed tokens (reasoning + text deltas)
src/01-pipeline.ts Multi-step pipeline Pipeline with typed steps (generate search queries → web search), visualized with @anvia/studio
src/02-routing.ts Routing Classify a user request (billing / technical / general) with a Zod-validated structured output, then dispatch to a specialized prompt
src/03-grounding.ts Grounding Classify whether the request needs realtime data; if so, run a Tavily web search and inject the results as context before answering
src/05-fanin-fanout.ts Fan-in / fan-out Review a startup idea from three perspectives (business, product, market), then fan the results into a single final CEO review

Shared helpers live in src/service.ts (query generation, Tavily search), src/service2.ts (review prompts), and src/models.ts (OpenAI-compatible client).

Prerequisites

  • Node.js with pnpm (the project pins pnpm via devEngines)
  • An OpenAI-compatible API key — the examples use OpenRouter
  • A Tavily API key for the search-dependent examples (01-pipeline.ts, 03-grounding.ts)

Setup

pnpm install
cp .env.example .env
# fill in OPENAI_API_KEY and TAVILY_API_KEY in .env

Run

There are no npm scripts; each example runs directly with tsx:

pnpm tsx src/index.ts            # interactive chat loop
pnpm tsx src/01-pipeline.ts      # pipeline + Studio visualization
pnpm tsx src/02-routing.ts       # routing
pnpm tsx src/03-grounding.ts     # grounding with web search
pnpm tsx src/05-fanin-fanout.ts  # fan-in / fan-out reviews

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