ai-agents-from-zero
🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化
No outside reports on file
This is educational material, so the main risk is learning unsafe practices or accidentally copying insecure code into production without extra review.
Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee.
What it can access
- Local filesNo local folder access notedLOW
- Command executionNo shell command runner notedLOW
- Network reachConnects to outside service APINOTED
- CredentialsRequires API key or tokenREVIEW
- Package sourceGitHub (didilili/ai-agents-from-zero)PUBLIC
Inferred from this listing’s public package details and description. Check the project’s source before installing.
Install
No npm or PyPI package is listed. Install from source: github.com/didilili/ai-agents-from-zero ↗
Everything known
We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.
0 incidents · 0 advisories · 0 news articles · 0 community threads · checked 2026-10-30
Popularity grade: B (from public signals such as stars and downloads, not a code review). Graded 2026-10-21.
Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.
About AI Agents From Zero
This is a learning guide and tutorial collection for building AI agents (programs that can think and take actions on their own). It covers tools like LangChain, LangGraph, and others, plus real projects and interview prep for AI engineer jobs.
Who it’s for
People learning to build AI agents from scratch, or job seekers preparing for AI development roles. It's pitched as a complete path from beginner to enterprise-level work.
Alternatives
- DeepLearning.AI short courses (structured AI agent lessons by the original LangChain team)
- LangChain official documentation (primary reference with security best practices)
- Anthropic's agent building guides (focused on Claude-powered agents)
- OpenAI cookbook (examples for GPT-based agents)
Setup
Check these steps against the project’s own instructions before running anything.
Follow the project's README. This is a learning resource (mostly documentation and code examples), not a tool you install as a package.
Why this grade
Signal-based grade (4/7 points): very widely starred on GitHub, public source code. This reflects adoption and transparency, not a code review.
Popularity and upkeep
- GitHub stars
- 5.7k
- Listing last refreshed
- 2026-10-29
These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.
Risks to watch for
- Learning materials can include outdated or incorrect code: Examples in tutorials may have bugs or use old library versions that introduce security gaps.
- External links may change or lead to phishing sites: The repository links to tools and platforms; these could be modified or compromised.
- Real project examples may expose secrets: Code samples might accidentally contain API keys, database connection strings, or other credentials if not carefully sanitized.
- Prompt injection tricks: Lessons on writing prompts could teach patterns that look safe but are actually exploitable by adversaries.
- Deployment guidance might skip security steps: Enterprise deployment sections may prioritize speed over security best practices.
How to lower the risk
Least-privilege permissions
- Run code examples in isolated environments (sandboxes or containers) before production use.
- Never test with real API keys—use dummy credentials during learning.
Network isolation
- Test agent code offline or on a private network before connecting to live services.
- Disable external API calls in example scripts until you audit them.
Monitoring
- Log all prompts and AI responses to catch injection attempts early.
- Review generated code before deployment for hardcoded secrets.
Red flags to watch for
- Code with environment variables not clearly marked as secrets.
- Prompts that bypass safety checks or seem designed to manipulate the AI.
- Instructions to disable logging or security validation steps.
Questions
How do I install AI Agents From Zero?
AI Agents From Zero does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/didilili/ai-agents-from-zero.
Are there security reports about AI Agents From Zero?
No reports found for this package in our research (last checked 2026-10-30). AI Agents From Zero currently holds Grade B (Some risk signals) based on public adoption and transparency signals. Key risk areas to watch include learning materials can include outdated or incorrect code, external links may change or lead to phishing sites, real project examples may expose secrets.
Is AI Agents From Zero actively maintained?
AI Agents From Zero has 5.7k GitHub stars. Our directory data was last refreshed on 2026-10-29. Check recent commit activity, release tags, and open issues at github.com/didilili/ai-agents-from-zero before pinning it in production.
What are alternatives to AI Agents From Zero?
Notable alternatives to AI Agents From Zero include DeepLearning.AI short courses, LangChain official documentation, Anthropic's agent building guides, OpenAI cookbook. You can also compare AI Agents From Zero side by side with other skills in the Related tools section on this page.
README badge and team notes
Maintain or use AI Agents From Zero? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.
GitHub README Markdown:
[](https://agentarmorhq.com/skills/didilili-ai-agents-from-zero)HTML embed:
<a href="https://agentarmorhq.com/skills/didilili-ai-agents-from-zero"><img src="https://agentarmorhq.com/api/badge/didilili-ai-agents-from-zero" alt="AgentArmorHQ Risk Grade for AI Agents From Zero" height="20" /></a>Terminal check:
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "didilili-ai-agents-from-zero"- Compare AI Agents From Zero →
- Add to a team allowlist
- Claude and terminal guide →
- Download the PDF guide
Share with your security lead
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### AgentArmorHQ Security Review Memo: ai-agents-from-zero
- **Listing URL:** https://agentarmorhq.com/skills/didilili-ai-agents-from-zero
- **Type:** AI agent skill
- **Risk Grade:** Grade B (Some risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 5.7k GitHub stars
#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Connects to outside service API
- **Credentials:** Requires API key or token
- **Package source:** GitHub (didilili/ai-agents-from-zero)
#### Recommended Hardened Setup
- **Source Repo:** https://github.com/didilili/ai-agents-from-zero
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.
_Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee._Key facts
- Type
- AI agent skill
- Publisher
- didilili
- Source code
- github.com/didilili/ai-agents-from-zero
- Est. context load
- ~77 tokens idle · ~450 tokens when active (on-demand skill)
- Popularity
- 5.7k GitHub stars
- Last updated
- 2026-10-29
- Last graded
- 2026-10-21
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