AI educator

Sander Schulhoff

Learn Prompting

Dense prompt engineering reference with beginner-friendly structure.

Start with: Start at the fundamentals section, then move to prompt hacking/security.

Resources from Sander Schulhoff

Guide

Learn Prompting

Beginner to intermediate

You need a broad prompt engineering reference.

Skills

Learner questions

Who should learn from Sander Schulhoff?

Beginners, educators, teams should start here when they need prompting, ai literacy, and security. The strongest fit is a learner who wants material in these formats: free guide, courses.

What should I do first?

Start at the fundamentals section, then move to prompt hacking/security. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.

What problem does this help with?

Dense prompt engineering reference with beginner-friendly structure. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.

How do I compare this with other educators?

Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need prompting, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.

More related resources

Resource	Kind	Level	Use when
Mistral Large 4 open-weight release guide Mistral AI	Open-weight model launch analysis	Intermediate to advanced	Use this to decide whether Mistral Large 4 belongs in a self-hosted coding or defensive-security evaluation.
Embedded browser flaws in five AI coding assistants Forever Security	AI coding assistant security analysis	Intermediate to advanced	Use this if your team previews local HTML or browses from an AI coding assistant. Check patch status, trusted projects and credential exposure before continuing.
Gemini 4 Carbon cyberdefense launch guide Google DeepMind	Frontier model and cybersecurity launch analysis	Intermediate to advanced	Use this to assess Gemini 4 Carbon's reported cyber capabilities, limited rollout and evidence requirements before planning a production evaluation.
NVIDIA NeMo Agent Toolkit critical flaw response guide NVIDIA	AI agent infrastructure security analysis	Intermediate to advanced	Use this after NVIDIA's October 27, 2026 bulletin to find affected NeMo Agent Toolkit services, install 1.9.0 or later and verify exposure.
GitHub Copilot server-to-server authentication guide GitHub	AI agent authentication guide	Intermediate	Use this guide when a service or agent must make Copilot SDK requests for an organization without borrowing a person's credentials.
Claude exploit-chain research explained Anthropic	AI-assisted vulnerability research analysis	Intermediate to advanced	Use this after Anthropic's October 27, 2026 disclosure to verify the five public patch records and prioritize browser and operating-system updates.
Warp agent-log breach response guide Warp	AI developer-tool security analysis	Intermediate	Assess Warp's vendor breach, identify exposed agent data and decide which logs, credentials and integrations need review.
AGENTS.md Downloads-folder hijack explained Forever Security	Coding agent security analysis	Intermediate to advanced	Use this after running a coding agent in Downloads or another unreviewed folder. Audit instructions, configuration and credentials before the next session.
LiteLLM 1.107.0 supply chain attack explained LiteLLM	AI infrastructure security analysis	Intermediate to advanced	LiteLLM 1.107.0 carried credential-stealing malware on October 21, 2026. Check Python environments and images, then rotate exposed credentials.
AWS Multi Model Server critical flaws explained Amazon Web Services	AI infrastructure security analysis	Intermediate to advanced	AWS disclosed two flaws in the retired Multi Model Server on October 23, 2026. Check every deployment and derivative because all released versions are affected and no fixed release is planned.
Kimi K3.1 Pro explained Moonshot AI	Open-weight model news analysis	Intermediate to advanced	Moonshot AI launched Kimi K3.1 Pro on October 24, 2026, with open weights due by November 4. Learn what ships now, how cyber training was restricted and how to test it before migrating.
UK AI security budget explained UK Government	AI policy news analysis	Beginner to intermediate	The UK announced a £600 million AI package on October 24, 2026. Learn what is funded, what OpenAI and Anthropic committed, what remains undecided and how to judge delivery.