Technical essays
Lilian Weng's AI posts
Advanced
Use this when you want Lilian Weng's material for agents and related AI skills.
AI educator
Lilian Weng's AI posts
Deep, well-structured technical summaries of major AI topics.
Start with: Read the posts on LLM-powered autonomous agents and prompt engineering.
Technical essays
Advanced
Use this when you want Lilian Weng's material for agents and related AI skills.
Engineers, researchers should start here when they need agents, rag, and ml research. The strongest fit is a learner who wants material in these formats: technical essays.
Read the posts on LLM-powered autonomous agents and prompt engineering. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Deep, well-structured technical summaries of major AI topics. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need agents, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
VAPOR PANDA ARTEX agent campaign response guide
CrowdStrike
|
AI-assisted cyber campaign analysis | Intermediate to advanced | Use this after CrowdStrike's October 29 report to hunt ARTEX activity, review identity controls and contain AI-scaled intrusion paths. |
|
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. |
|
Oracle AI Workspace and ChatGPT rollout guide
OpenAI and Oracle
|
Enterprise AI launch analysis | Intermediate | Use this guide to separate Oracle's available ChatGPT plugins from planned products and to design a permission-aware pilot. |
|
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. |
|
GitHub Copilot Fusion launch and rollout guide
GitHub
|
AI coding agent launch analysis | Intermediate to advanced | Use this after GitHub Universe 2026 to evaluate Copilot Fusion, cross-repository Projects and usage-based enterprise access on your own development work. |
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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. |
|
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. |
|
NVIDIA and Meta Muse partnership explained
NVIDIA and Meta
|
AI model and infrastructure partnership analysis | Intermediate | Separate NVIDIA's announced $3 billion investment and engineering commitments from proposed controls, vendor claims and future capacity. |
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GPT-6.1 Terra launch explained
OpenAI
|
Frontier model launch analysis | Intermediate | You need to decide whether GPT-6.1 Terra fits a visual, computer-use or coding workflow and want launch facts separated from independent evidence and unresolved safety questions. |
|
NVIDIA GTC Berlin 2026 announcements explained
Learnetto
|
AI infrastructure analysis | Intermediate | You need a practical account of NVIDIA's GTC Berlin announcements and want to separate available software from reference designs, partner plans, and vendor performance claims. |
|
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. |
|
Reduce coding agent cost without lowering quality
Learnetto
|
AI coding agent guide | Intermediate | Your coding agent completes useful work but spends too many tokens, repeats retrieval, or carries noisy tool output through later turns. |