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humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

AI dev
Updated
2025-09-21
Lists
2 list mentions
First commit
2025-03-30
History
44 history points
License
NOASSERTION
Issues
24 open
Forks
1,913
Commits
273 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
taosdata/TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

AI dev
Updated
2026-08-21
Lists
2 list mentions
First commit
2019-07-11
History
7 history points
License
AGPL-3.0
Issues
448 open
Forks
5,018
Commits
86,668 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cookiecutter/cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Updated
2026-04-01
Lists
4 list mentions
First commit
2013-07-14
History
16 history points
License
BSD-3-Clause
Issues
312 open
Forks
2,275
Commits
3,143 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alirezarezvani/claude-skills

380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

AI dev
Updated
2026-08-26
Lists
4 list mentions
First commit
2025-10-19
History
8 history points
License
MIT
Issues
5 open
Forks
3,532
Commits
1,499 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
liguodongiot/llm-action

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

Updated
2026-07-19
Lists
1 list mention
First commit
2023-05-23
History
1 history point
License
Apache-2.0
Issues
20 open
Forks
2,843
Commits
955 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

AI dev
Updated
2026-08-22
Lists
8 list mentions
First commit
2023-03-31
History
10 history points
License
MIT
Issues
517 open
Forks
2,220
Commits
9,424 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
plotly/dash

Data Apps & Dashboards for Python. No JavaScript Required.

AI dev
Updated
2026-09-04
Lists
2 list mentions
First commit
2015-04-10
History
7 history points
License
MIT
Issues
532 open
Forks
2,317
Commits
10,087 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

Updated
2026-09-01
Lists
3 list mentions
First commit
2017-10-06
History
9 history points
License
MIT
Issues
1,330 open
Forks
4,046
Commits
7,999 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
modelcontextprotocol/python-sdk

The official Python SDK for Model Context Protocol servers and clients

AI dev
Updated
2026-08-10
Lists
1 list mention
First commit
2024-09-24
History
43 history points
License
MIT
Issues
437 open
Forks
3,769
Commits
1,020 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
can1357/oh-my-pi

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

AI dev
Updated
2026-08-12
Lists
6 list mentions
First commit
2025-08-09
History
8 history points
License
MIT
Issues
1,305 open
Forks
2,277
Commits
17,739 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
SuperClaude-Org/SuperClaude_Framework

A configuration framework that enhances Claude Code with specialized commands, cognitive personas, and development methodologies.

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2025-07-14
History
7 history points
License
MIT
Issues
73 open
Forks
2,002
Commits
347 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
index-tts/index-tts

An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

Updated
2026-08-18
Lists
1 list mention
First commit
2025-02-06
History
7 history points
License
NOASSERTION
Issues
404 open
Forks
2,852
Commits
297 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
PrefectHQ/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

AI dev
Updated
2026-09-15
Lists
3 list mentions
First commit
2021-07-12
History
108 history points
License
Apache-2.0
Issues
856 open
Forks
2,523
Commits
22,066 commits
Star growth, last 7 days
+39 +0.2%
Commit velocity, last 7 days
+25 +0.1%
vanna-ai/vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

Archived
Updated
2026-02-02
Lists
2 list mentions
First commit
2023-05-13
History
44 history points
License
MIT
Issues
289 open
Forks
2,503
Commits
972 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
sinaptik-ai/pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Updated
2025-10-28
Lists
2 list mentions
First commit
2023-04-22
History
43 history points
License
NOASSERTION
Issues
22 open
Forks
2,342
Commits
1,416 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
facebookresearch/audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Updated
2026-03-03
Lists
2 list mentions
First commit
2023-06-09
History
8 history points
License
MIT
Issues
396 open
Forks
2,695
Commits
253 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
saleor/saleor

Saleor Core: the high performance, composable, headless commerce API.

AI dev
Updated
2026-08-28
Lists
4 list mentions
First commit
2013-02-12
History
9 history points
License
BSD-3-Clause
Issues
245 open
Forks
6,119
Commits
22,633 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
jaegertracing/jaeger

CNCF Jaeger, a Distributed Tracing Platform

AI dev
Updated
2026-09-10
Lists
2 list mentions
First commit
2016-04-18
History
6 history points
License
Apache-2.0
Issues
565 open
Forks
3,118
Commits
4,758 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%