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guardrails
20 projects tagged “guardrails” that gained the most stars yesterday
#321 · +129 · 1d ·GitHub

[Neruips 2026] We built an adversarial codespace setup. Place any AI agent into a normal workflow inside it, and the agent will fill in whatever is missing.

Creator
wuyoscar
Size
82.7 MB
Stars
1.8K
Updated
CommitOct 18
Age
7mo
Commits · 90 Days
#352 · +118 · 1d ·GitHub

Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement.

Size
108.3 MB
Stars
5.9K
Age
6mo
Commits · 90 Days
#1038 · +32 · 1d ·GitHub

The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ other LLMs.

Creator
openai
Size
80.1 MB
Stars
30.1K
Age
1y
Commits · 90 Days
#1108 · +30 · 1d ·GitHub

Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode.

Creator
maximhq
Size
1.1 GB
Stars
8.9K
Age
1y
Commits · 90 Days
#1208 · +27 · 1d ·GitHub

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

Creator
comet-ml
Size
813.5 MB
Stars
22.8K
Age
3y
Commits · 90 Days
#1328 · +24 · 1d ·GitHub

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

Size
332 MB
Stars
11.4K
Age
8y
Commits · 90 Days
#1384 · +23 · 1d ·GitHub

Stop That Shit(别再造史了)|面向 Codex/GPT 场景的多平台 Hook + Skill Guard:拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.

Creator
lennney
Size
0.9 MB
Stars
2.8K
Age
2mo
Commits · 90 Days
#1652 · +18 · 1d ·GitHub

谷歌新书Agent设计模式(agentic design patterns)最佳中文版,持续优化。附:在线阅读、pdf和epub电子书下载。

Creator
xindoo
Size
8.9 MB
Stars
8.3K
Age
1y
Commits · 90 Days
#1732 · +17 · 1d ·GitHub

A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.

Creator
yibie
Size
1.8 MB
Stars
2.4K
Updated
CommitOct 19
Age
1mo
Commits · 90 Days
#2159 · +12 · 1d ·GitHub

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Creator
mlflow
Size
1.4 GB
Stars
28.5K
Age
8y
Commits · 90 Days
#2474 · +10 · 1d ·GitHub

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

Size
267.8 MB
Stars
8.9K
Age
1y
Commits · 90 Days
#2673 · +9 · 1d ·GitHub

白箱AGI架构探索:元认知(自我认知循环)、持续学习(知识飞轮)、世界模型(条件空间+语义时空图)、自我改进(自举纪律)、零LLM白箱管线与可审计信任护栏。

Size
50.2 MB
Stars
423
Age
2mo
Commits · 90 Days
#3670 · +5 · 1d ·GitHub

AI System Design - Learn how to design AI systems built on LLMs, RAG, and AI Agents step by step.

Size
0.1 MB
Stars
728
Updated
CommitOct 19
Age
25d
Commits · 90 Days
#4599 · +3 · 1d ·GitHub

OpenAPPA sits between an agent and its tools and answers one question before every action: is this data allowed to go to this destination?

Size
29.8 MB
Stars
1.6K
Age
2mo
Commits · 90 Days
#4624 · +3 · 1d ·GitHub

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA…

Creator
calmrocks
Size
0.8 MB
Stars
706
Age
2mo
Commits · 90 Days
#7039 · +0 · 1d ·GitHub

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

Size
57.1 MB
Stars
16.2K
Age
2y
Commits · 90 Days
#7979 · +0 · 1d ·GitHub

IMPORTANT] > This repository is an educational MVP, not a production-ready delivery or compensation system. Business tools use synthetic data, most state is held in memory, and model output is advisory.

Size
0.8 MB
Stars
1.7K
Age
2mo
Commits · 90 Days
#8374 · +0 · 1d ·GitHub

Bivor (from beaver — the industrious builder) is a macOS desktop workbench based on the pi coding agent, built to match the experience of Codex / Claude desktop apps — and go further with visual harness orchestration, guardrails, cloud VM sandboxes, and parallel git-worktree…

Creator
ryanlab
Size
2.2 MB
Stars
207
Age
2mo
Commits · 90 Days
#8606 · +0 · 1d ·GitHub

In Anthropic's Claude plugin directory · On the MCP Registry · Open source, MIT

Size
8.2 MB
Stars
129
Age
28d
Commits · 90 Days
#8654 · +0 · 1d ·GitHub

Evals and guardrails for agents, using Jev-style decision models instead of an LLM judge.

Size
0.5 MB
Stars
105
Updated
CommitOct 15
Age
29d
Commits · 90 Days