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A.I.G (AI-Infra-Guard) review

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

Updated Nov 1, 2026. Review written Nov 1, 2026 from the project's own sources; usage data refreshed every Monday.

A.I.G (AI-Infra-Guard) at a glance

Category
Evals and observability
Website
tencent.github.io/AI-Infra-Guard

Is A.I.G (AI-Infra-Guard) growing? Usage data

In the week of Oct 25–31, 2026, A.I.G (AI-Infra-Guard) ranked #63 on the Devtoolwatch Board and #3 in Evals and observability, with a momentum score of 73 out of 100.

New GitHub stars per week for A.I.G (AI-Infra-Guard)12 weeks from Aug 9, 2026: 65, 1.1k, 486, 79, 104, 222, 128, 140, 95, 84, 196, 177 new stars, an average of 237 a week.Aug 9week of Oct 25
New GitHub stars per week for the last 12 weeks, from GitHub's stargazer history (today's stargazers by the week they starred).
Show the weekly numbers
New GitHub stars per week for A.I.G (AI-Infra-Guard)
Week ofNew stars
Aug 9, 202665
Aug 16, 20261.1k
Aug 23, 2026486
Aug 30, 202679
Sep 6, 2026104
Sep 13, 2026222
Sep 20, 2026128
Sep 27, 2026140
Oct 4, 202695
Oct 11, 202684
Oct 18, 2026196
Oct 25, 2026177

The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.

A.I.G (AI-Infra-Guard) alternatives

Other LLM evals and observability tools on the Board in the week of Oct 25–31, 2026, by momentum:

Evals and observability ranked by momentum, the week of Oct 25–31, 2026
RankToolStarsDownloads/wk
#1SkillSpectorSkillSpector is NVIDIA's security scanner that checks AI agent skills for vulnerabilities, malicious patterns, and supply-chain risks…23.7k–
#2JudgevalJudgeval is an open-source Python SDK for tracing and evaluating LLM-powered agents with prompt-based judges and online monitoring.1.1k80.2k
#4LangfuseLangfuse is an open source LLM engineering platform for tracing, evaluating, prompt management, and debugging LLM applications and agents.36.8k9.8M
#5OpikOpik is an open-source platform from Comet for tracing, evaluating, and monitoring LLM applications, RAG systems, and AI agents.23.1k709.1k
#6promptfoopromptfoo is a CLI and library for evaluating and red-teaming LLM-based apps, including prompts, agents, and RAG pipelines.26.7k1.2M
#7garakgarak is a command-line LLM vulnerability scanner from NVIDIA that probes models for jailbreaks, prompt injection, data leakage,…9.8k12.9k

All LLM evals and observability tools, ranked

A.I.G (AI-Infra-Guard) FAQ

How popular is A.I.G (AI-Infra-Guard)?

A.I.G (AI-Infra-Guard) has 7.2k GitHub stars as of Nov 1, 2026. It gained 177 new stars in the week of Oct 25–31, 2026, against a 12-week average of 237 a week. That made it #3 among LLM evals and observability tools on the Devtoolwatch Board.

What are the best alternatives to A.I.G (AI-Infra-Guard)?

Other LLM evals and observability tools on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: SkillSpector (#1), Judgeval (#2), Langfuse (#4), Opik (#5), promptfoo (#6). The alternatives table above has their numbers.

Sources

  1. Devtoolwatch Board, the week of Oct 25–31, 2026

A.I.G (AI-Infra-Guard) README badge

Maintainers can show the tool's weekly Board rank in their README:

Devtoolwatch badge for A.I.G (AI-Infra-Guard)

[![Devtoolwatch](https://index.devtoolwatch.com/badge/tencent-ai-infra-guard.svg)](https://index.devtoolwatch.com/tools/tencent-ai-infra-guard/)

How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].