flow-engineering

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

A work-centered runtime for agentic software engineering. Work persists; agents, context, and graphs assemble around it.

Flow Engineering is the practice of improving the flow of work, information, and data across organizations through value streams.

Pocket Flow: A minimalist LLM framework. Let Agents build Agents!

Autonomous code generation powered by flow engineering.

A comprehensive collection of prompts, strategies, and best practices for effectively utilizing large language models (LLMs).

An end‑to‑end system that helps you build, classify, and continuously evolve a taxonomy for unstructured text items. The backend orchestrates multi‑model parallel classification and human‑in‑the‑loop refinement via LangGraph; the frontend provides an interactive UI with live updates over WebSockets

Pocket Flow: A minimalist LLM framework. Let Agents build Agents!

LLM Framework for LLMs

🌌 Build and explore a 3D space sim with a procedural galaxy, interactive HUD, and dynamic Redux Toolkit state management.

Autonomous Legal Research Agent utilizing Flow Engineering. A Multi-Agent RAG framework featuring self-healing research loops, Pydantic-based deterministic guardrails, and real-time observability with LangSmith. Built with LangGraph, Ollama, and ChromaDB.

Pocket Flow: A minimalist LLM framework. Let Agents build Agents!

A configurable workflow engine. You define a flow once, then trigger it over HTTP and it walks through its steps on its own. It was built as a scrum team project at UCLL following an agile aproach.

A translation of The-Pocket/pocketflow for PHP

Windows Of Change - slides from 2021 talk on engineering delivery flow

Run tool-calling LLM agents locally on Android devices using Termux and llama.cpp with complete data privacy and no external API reliance.

Connector-neutral Power Automate and Power Platform engineering kit for SharePoint, Excel, Power Apps, Dataverse, Outlook, Graph, HTTP, SQL, approvals, and future connectors—with deterministic CLI, contracts, RED/GREEN tests, and evidence gates.

A minimalist LLM framework, ported from Python to Dart.