Pocket Flow: 100-line LLM framework. Let Agents build Agents!
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Jul 26, 2026 - Python
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Pocket Flow: 100-line LLM framework. Let Agents build Agents!
workflow artificial-intelligence flow-based-programming agents ai-framework workflow-orchestration ai-frameworks flow-engineering large-language-models large-language-model llm-agent retrieval-augmented-generation llm-framework pocket-flow aiagent aiagents agentic-framework agentic-workflow agentic-ai pocketflow
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.
open-source provenance software-engineering human-in-the-loop ai-agents multi-agent-system flow-engineering ai-agents-framework llm-evaluation coding-agents agent-orchestration agent-evaluation codex-cli agent-runtime agent-governance evidence-driven harness-engineering ai-agent-harness agent-runtimes
Flow Engineering is the practice of improving the flow of work, information, and data across organizations through value streams.
flow engineering devops roadmap product value constraints capabilities dependencies leadership value-stream-management value-stream-mapping value-stream-map flow-engineering
Pocket Flow: A minimalist LLM framework. Let Agents build Agents!
workflow artificial-intelligence flow-based-programming agents ai-framework workflow-orchestration ai-frameworks flow-engineering large-language-models large-language-model llm-agent retrieval-augmented-generation llm-framework pocket-flow aiagent aiagents agentic-framework agentic-workflow agentic-ai pocketflow
A comprehensive collection of prompts, strategies, and best practices for effectively utilizing large language models (LLMs).
Autonomous code generation powered by flow engineering.
python cli ai assistant developer-tools code-generation multi-model gpt development-tools claude flow-engineering llm aider alphacodium
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!
workflow artificial-intelligence flow-based-programming agents ai-framework workflow-orchestration ai-frameworks flow-engineering large-language-models large-language-model llm-agent retrieval-augmented-generation llm-framework pocket-flow aiagent aiagents agentic-framework agentic-workflow agentic-ai pocketflow
Run tool-calling LLM agents locally on Android devices using Termux and llama.cpp with complete data privacy and no external API reliance.
workflow self-hosted developer-tools personal-assistant codex voice-assistant npx device-control flow-engineering large-language-models llm-agent llm-framework pocket-flow agentic-workflow openclaw openclaw-skills openclaw-extension
LLM Framework for LLMs
open-source framework ai flow-based-programming agents rag flow-engineering llm llm-agent llm-framework agentic-workflow llm-workflow
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.
🌌 Build and explore a 3D space sim with a procedural galaxy, interactive HUD, and dynamic Redux Toolkit state management.
react workflow exploit realtime galaxy scada 4x space-sim cve-2016-0856 zdi ai-frameworks flow-engineering llm-agent llm-framework aiagent agentic-ai
A translation of The-Pocket/pocketflow for PHP
agent php workflow laravel artificial-intelligence flow-based-programming agents ai-framework automations workflow-orchestration ai-frameworks flow-engineering large-language-models llm large-language-model llm-agent pocket-flow agentic-framework agentic-ai
Pocket Flow: A minimalist LLM framework. Let Agents build Agents!
workflow artificial-intelligence flow-based-programming agents ai-framework workflow-orchestration ai-frameworks flow-engineering large-language-models large-language-model llm-agent retrieval-augmented-generation llm-framework pocket-flow aiagent aiagents agentic-framework agentic-workflow agentic-ai pocketflow
Windows Of Change - slides from 2021 talk on engineering delivery flow
A minimalist LLM framework, ported from Python to Dart.
graphs ai-framework rag workflow-orchestration flow-engineering llm-framework agentic-framework agentic-workflow pocketflow
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