Footer

Your go-to destination for discovering trending open-source projects and uncovering the insights that matter

Legal

  • Terms and conditions
  • Privacy policy

More

  • Pricing
  • Advertise
  • onedump
  • gosnakego
  • Contact us

Social

  • X (Twitter)
  • GitHub
Trendshift owl
What they build speaks louder than words
© 2026 Trendshift, created by Julian Li with ❤️
SignalAdvertise
Trendshift
SignalAdvertise
Sign in
Trendshift owl

Discover trends that matter

DailyWeeklyMonthlyYearly
Live mentionsTopics
RepositoriesDevelopers
InsightsStats
AxiomCode
AxiomCode
Bifrost
Bifrost
Busbar
Busbar

microsoft/RAMPART

A pytest-native safety and security testing framework for agentic AI applications

#LLM evaluation
Visit GitHub
Python
421
61
6 contributors
MIT License
website
AchievementsView all →
FeaturedAdvertise to 180K+ monthly visitors
AxiomCode

Give Al Agents a Deeper Understanding of Your Codebase with a Code Graph

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

Busbar

Control what AI can do before it acts

Momentum

How fast microsoft/RAMPART is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 20 – Oct 19, 2026

Stars +25 in 61 days

012
2

Forks +8 in 61 days

012
2

Merged PRs 47 in 61 days

0246
5

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 20Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Thu, Aug 20, 2026+1+05
Fri, Aug 21, 2026+0+01
Sat, Aug 22, 2026+0+00
Sun, Aug 23, 2026+0+00
Mon, Aug 24, 2026+0+01
Tue, Aug 25, 2026+0+02
Wed, Aug 26, 2026+2+00
Thu, Aug 27, 2026+1+15
Fri, Aug 28, 2026+0+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
Tue, Sep 1, 2026+0+01
Wed, Sep 2, 2026+1+01
Thu, Sep 3, 2026+0+03
Fri, Sep 4, 2026+0+03
Sat, Sep 5, 2026+0+00
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+1+00
Tue, Sep 8, 2026+1+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+2+13
Fri, Sep 11, 2026+1+10
Sat, Sep 12, 2026+2+00
Sun, Sep 13, 2026+1+00
Mon, Sep 14, 2026+0+10
Tue, Sep 15, 2026+2+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+0+03
Fri, Sep 18, 2026+1+00
Sat, Sep 19, 2026+0+10
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+0+01
Wed, Sep 23, 2026+1+11
Thu, Sep 24, 2026+0+03
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+2+00
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+1+01
Thu, Oct 1, 2026+0+01
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+20
Tue, Oct 6, 2026+0+04
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+05
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+1+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+01
Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+0+02
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Total+25+847
  • 1#1 on the list
  • 7Rank that day
  • Not trending
11

GitHub trending history

Where the repository ranked on GitHub Trending, one dot for each day it was on a list

Python

May 28, 2026Best #11

#1#5#10#15#20#25
Top 10
May 28, 2026
The left and right arrow keys step from day to day; Home and End go to the first and the last

Mentions and achievements

Where people are talking about microsoft/RAMPART, and every badge it has earned
  1. May 281 post

    • RAMPART - A pytest-native safety and security testing framework for agentic AI applications

      Read full on X, posted by @pythontrending

      @pythontrending · x.com

  2. May 232 posts

    • Microsoft 开源了一个东西,把 AI 智能体的安全测试做成 pytest:RAMPART(建在 PyRIT 上)。 对抗场景写成测试 → 在 CI 里 pass/fail。 可以定「1000 次重跑里至少 80% 安全」这种阈值。 #AI #AIagent

      Read full on X, posted by @svtransit1

      @svtransit1 · x.com

    • Microsoft 5 月 20 号开源了一个东西,把 AI 智能体的安全测试做成了 pytest:RAMPART。 写一个 prompt-injection 场景 → 跑成测试用例 → 在 CI 里给 pass/fail。统计模式可以定「至少 80% 跑次安全」。 Agent 安全这块,正式进入 SRE 工具链了。 #AI #AIagent

      Read full on X, posted by @svtransit1

      @svtransit1 · x.com

  3. May 212 posts4 posts

    • GitHub's internal repos were breached after an employee installed a malicious VSCode extension. 3,800 repos exposed. Your dev toolchain is an attack surface. If you're shipping AI agents, test your…

      Read full on X, posted by @DarshanSays

      @DarshanSays · x.com

    • dug into microsoft's new RAMPART repo. why does an agent security tool need 40+ files and 5 __init__.py files just to re-export the same functions? 20% features, 80% ceremony. the core ideas are…

      Read full on X, posted by @TejasS1233

      @TejasS1233 · x.com

    • Microsoft open-sourced a pytest framework for testing AI agent safety. RAMPART: adversarial attacks, benign failures, harm assertions — all as pytest cases. Runs in CI with your other tests. →

      Read full on X, posted by @agentxagi

      @agentxagi · x.com

    • These tools cover two parts of the safety workflow: - Clarity helps teams question the design before real implementation - RAMPART helps teams continuously test whether the system behaves safely as…

      Read full on X, posted by @TheTuringPost

      @TheTuringPost · x.com

You might also like

Repositories close to microsoft/RAMPART
FeaturedAdvertise to 180K+ monthly visitors
Busbar

Control what AI can do before it acts

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

AxiomCode

Give Al Agents a Deeper Understanding of Your Codebase with a Code Graph

humanbound/humanbound

Python

Open-source adversarial testing engine, SDK, and CLI for AI agents. Runs locally or against the Humanbound Platform.

20423

AISecurityLab/hackagent

Python

HackAgent is an open-source security toolkit to detect vulnerabilities of your AI Agents

526114

AgentSafeLabs/safelabs-eval

Python

Red-teaming and evaluation framework for AI agents, built around an OWASP-inspired ASI01–ASI10 taxonomy

732100

rogue-security/rogue

Python

AI Agent Evaluator & Red Team Platform

1.1k170

gy15901580825/Argus

Python

Black-box, open-source red-team testing for AI agents. Point it at any HTTP, gRPC, or browser-using agent endpoint; run 205 probes mapped to OWASP LLM Top 10 / MITRE ATLAS / NIST AI RMF, incl. payment and MCP tool-abuse families whose verdicts come from captured evidence, not LLM opinion. Reports state what was NOT tested. SARIF, CLI, GH Action.

20628

tophant-ai/aibeat

HTML

Break your AI before they do. Join Discord: https://discord.gg/NXXz8JG74

1.4k9

KeyValueSoftwareSystems/agent-opfor

TypeScript

Open-source adversary emulation for AI agents and MCP servers.

58338

SuperagenticAI/superclaw

Python

SuperClaw: Red-Team AI Agents Before They Red-Team You

41277

AI45Lab/AgentDoG

Python

A Diagnostic Guardrail Framework for AI Agent Safety and Security

70239