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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
0 list mentions
First commit
2025-03-30
History
2 history points
License
NOASSERTION
Issues
27 open
Forks
1,776
Commits
273 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
SuperClaude-Org/SuperClaude_Framework

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

AI dev
Updated
2026-04-27
Lists
1 list mention
First commit
2025-07-14
History
2 history points
License
MIT
Issues
66 open
Forks
1,972
Commits
345 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
PrefectHQ/prefect

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

AI dev
Updated
2026-06-13
Lists
2 list mentions
First commit
2021-07-12
History
17 history points
License
Apache-2.0
Issues
836 open
Forks
2,335
Commits
21,620 commits
Star growth, last 7 days
+37 +0.2%
Commit velocity, last 7 days
+14 +0.1%
microsoft/unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Updated
2026-01-23
Lists
2 list mentions
First commit
2019-07-23
History
2 history points
License
MIT
Issues
680 open
Forks
2,696
Commits
1,247 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
2026-06-05
Lists
6 list mentions
First commit
2023-03-31
History
5 history points
License
MIT
Issues
311 open
Forks
1,937
Commits
8,884 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
goauthentik/authentik

The authentication glue you need.

AI dev
Updated
2026-06-06
Lists
2 list mentions
First commit
2018-11-11
History
3 history points
License
NOASSERTION
Issues
1,127 open
Forks
1,637
Commits
22,358 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
micropython/micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

Updated
2026-06-11
Lists
1 list mention
First commit
2013-10-04
History
5 history points
License
NOASSERTION
Issues
1,659 open
Forks
8,858
Commits
18,648 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
openai/swarm

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Updated
2026-04-15
Lists
2 list mentions
First commit
2024-10-10
History
4 history points
License
MIT
Issues
31 open
Forks
2,303
Commits
29 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Updated
2026-06-03
Lists
1 list mention
First commit
2020-04-14
History
2 history points
License
Apache-2.0
Issues
1,114 open
Forks
3,233
Commits
4,281 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Updated
2026-06-03
Lists
1 list mention
First commit
2022-11-25
History
2 history points
License
Apache-2.0
Issues
54 open
Forks
2,315
Commits
1,713 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
onnx/onnx

Open standard for machine learning interoperability

AI dev
Updated
2026-06-03
Lists
2 list mentions
First commit
2017-09-07
History
4 history points
License
Apache-2.0
Issues
267 open
Forks
3,940
Commits
3,803 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
netbox-community/netbox

The premier source of truth powering network automation. Open source under Apache 2. Try NetBox Cloud free: https://netboxlabs.com/products/free-netbox-cloud/

AI dev
Updated
2026-06-11
Lists
1 list mention
First commit
2016-03-01
History
3 history points
License
Apache-2.0
Issues
225 open
Forks
3,038
Commits
15,362 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

AI dev
Updated
2026-06-05
Lists
1 list mention
First commit
2018-11-20
History
2 history points
License
MIT
Issues
1,377 open
Forks
3,961
Commits
14,731 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gravitational/teleport

The easiest, and most secure way to access and protect all of your infrastructure.

AI dev
Updated
2026-06-13
Lists
1 list mention
First commit
2015-03-02
History
3 history points
License
AGPL-3.0
Issues
3,471 open
Forks
2,085
Commits
27,045 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
google-research/timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

AI dev
Updated
2026-05-19
Lists
2 list mentions
First commit
2023-11-11
History
5 history points
License
Apache-2.0
Issues
214 open
Forks
1,989
Commits
320 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
bokeh/bokeh

Interactive Data Visualization in the browser, from Python

Updated
2026-06-02
Lists
3 list mentions
First commit
2012-03-25
History
7 history points
License
BSD-3-Clause
Issues
876 open
Forks
4,257
Commits
21,028 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
wagtail/wagtail

A Django content management system focused on flexibility and user experience

AI dev
Updated
2026-06-08
Lists
4 list mentions
First commit
2014-01-22
History
4 history points
License
BSD-3-Clause
Issues
976 open
Forks
4,536
Commits
20,059 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
facebook/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Updated
2026-05-08
Lists
1 list mention
First commit
2017-02-22
History
4 history points
License
MIT
Issues
464 open
Forks
4,631
Commits
850 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
akfamily/akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Updated
2026-05-27
Lists
1 list mention
First commit
2025-03-30
History
5 history points
License
MIT
Issues
15 open
Forks
3,233
Commits
838 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
google/adk-python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

AI dev
Updated
2026-06-04
Lists
3 list mentions
First commit
2025-04-02
History
4 history points
License
Apache-2.0
Issues
844 open
Forks
3,504
Commits
2,784 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
camel-ai/owl

🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Updated
2026-05-15
Lists
1 list mention
First commit
2025-03-04
History
2 history points
License
Unknown
Issues
111 open
Forks
2,282
Commits
641 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

AI dev
Updated
2026-06-13
Lists
8 list mentions
First commit
2024-09-02
History
19 history points
License
Apache-2.0
Issues
111 open
Forks
1,522
Commits
6,068 commits
Star growth, last 7 days
+172 +0.9%
Commit velocity, last 7 days
+68 +1.1%
SWE-agent/SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

AI dev
Updated
2026-06-10
Lists
5 list mentions
First commit
2024-04-02
History
47 history points
License
MIT
Issues
23 open
Forks
2,131
Commits
2,167 commits
Star growth, last 7 days
+55 +0.3%
Commit velocity, last 7 days
+3 +0.1%