Learnetto AI directory
A compact directory for people who want practical AI skills and up-to-date official docs: prompting, automation, coding agents, MCP, model selection, AI product work, RAG, evals, model internals, and production AI engineering.
Breaking · Coding agent security
Forever Security stopped a real malicious package install and reproduced related attacks against Codex and Claude Code. Audit the working directory before starting an agent.
AI Q&A
Short, crawlable answers connected to fuller guides, educators, docs, courses, and videos.
Best AI resources for model release notes and migrations
Watch the release notes, keep evals for your core workflows, compare the replacement model on your own prompts, and only then update the default model or alias. Treat migrations...
The 14 best AI SEO tools in 2026
Evatype is the strongest fit when the repeated failure is getting researched, approved website pages published. Surfer or Frase fit a team that already has writers, while Otterl...
The 14 best AI SEO tools in 2026
Buy one product first for the most expensive bottleneck. Add a second only when you can name the distinct job it performs—for example, Ahrefs for research plus Evatype for appro...
The 14 best AI SEO tools in 2026
No. Visibility products observe prompts, mentions, citations, and competitors. Writing and publishing products create or improve pages. Some vendors cross both categories, but t...
The 14 best AI SEO tools in 2026
No. A proprietary score is useful only if its recommendations improve the page for the intended reader. Compare factual corrections, editing time, CMS output, and results after ...
The 14 best AI SEO tools in 2026
Count the subscription, required tier upgrades, add-ons, setup, editorial labor, workflow maintenance, and unused allowances. Divide by accepted pages or decisions acted upon—no...
Recently added
New directory additions across educator videos, newsletters, social feeds, official model docs, agents, coding tools, and model-selection references. Today's selection: Oct 26, 2026.
Choose how to scan the same daily picks: keep the current layout, mix formats, or read it like a feed.
FS Data Lab published this guide on October 1, 2026. Use it when you want a rigorous way to estimate GPU latency and inference cost for AI-powered SQL filters, compare filter orderings, and understand how compute, memory bandwidth, selectivity, batching, and KV-cache reuse affect a query plan.
OpenAI announced on October 2, 2026 that ChatGPT Finances is rolling out to Free and Go users in the United States. Use this guide to understand the connected-account workflow, check the source data behind answers, and review privacy controls before linking an account.
GitHub released Copilot computer use in public preview on October 1, 2026. Use this guide to decide when visual desktop control is appropriate, enable it deliberately, and test its permission and stop controls before real work.
Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.
Google announced API Gateway MCP support on September 24, 2026. Use this explainer to assess the request flow, security boundary, preview limits, and a safe first rollout.
Anthropic reported ART on September 23, 2026. Use this explainer to separate what its agents found, what the lab confirmed, and what remains a hypothesis.
SpaceXAI released Grok 4.7 on September 21, 2026 for coding, agentic tasks, and knowledge work. Use this guide to compare its task reliability and total cost with your current model.
Union Alpha was revealed as Unbiased's Pareto 26.9 on September 17, 2026: a hosted system that routes work across several models and returns one checked answer.
Qwen3.8-Omni-Flash launched September 18, 2026 for long audio and video analysis, text answers, web search, and tool-calling workflows.
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Video · AI Engineer
Use this October 22 talk when a startup must choose between reserved GPU capacity, spot supply, a managed cluster, or a brokered contract.
Technical article · FS Data Lab
FS Data Lab published this guide on October 1, 2026. Use it when you want a rigorous way to estimate GPU latency and inference cost for AI-powered SQL filters, compare filter orderings, and understand how compute, memory bandwidth, selectivity, batching, and KV-cache reuse affect a query plan.
Connected-finance safety guide · OpenAI
OpenAI announced on October 2, 2026 that ChatGPT Finances is rolling out to Free and Go users in the United States. Use this guide to understand the connected-account workflow, check the source data behind answers, and review privacy controls before linking an account.
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Video · AI Engineer
Use this October 22 talk when leaders are deciding whether a model upgrade, more tokens, agent skills, or team practices deserve the next investment.
Desktop agent safety guide · GitHub
GitHub released Copilot computer use in public preview on October 1, 2026. Use this guide to decide when visual desktop control is appropriate, enable it deliberately, and test its permission and stop controls before real work.
Reasoning-efficient coding model explainer · Fireworks AI
Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.
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Video · AI Engineer
Use this October 22 talk when an evaluation plan needs to cover business harm, deployment controls, monitoring, and evaluator quality as well as model accuracy.
MCP gateway launch explainer · Google Cloud
Google announced API Gateway MCP support on September 24, 2026. Use this explainer to assess the request flow, security boundary, preview limits, and a safe first rollout.
AI-assisted science explainer · Anthropic
Anthropic reported ART on September 23, 2026. Use this explainer to separate what its agents found, what the lab confirmed, and what remains a hypothesis.
Frontier coding model launch explainer · SpaceXAI
SpaceXAI released Grok 4.7 on September 21, 2026 for coding, agentic tasks, and knowledge work. Use this guide to compare its task reliability and total cost with your current model.
Multi-model routing launch explainer · Unbiased
Union Alpha was revealed as Unbiased's Pareto 26.9 on September 17, 2026: a hosted system that routes work across several models and returns one checked answer.
AI Engineer posted a video pick
2026 · GPU compute · AI infrastructure
Use this October 22 talk when a startup must choose between reserved GPU capacity, spot supply, a managed cluster, or a brokered contract.
FS Data Lab added technical article
FS Data Lab published this guide on October 1, 2026. Use it when you want a rigorous way to estimate GPU latency and inference cost for AI-powered SQL filters, compare filter orderings, and understand how compute, memory bandwidth, selectivity, batching, and KV-cache reuse affect a query plan.
OpenAI added connected-finance safety guide
OpenAI announced on October 2, 2026 that ChatGPT Finances is rolling out to Free and Go users in the United States. Use this guide to understand the connected-account workflow, check the source data behind answers, and review privacy controls before linking an account.
AI Engineer posted a video pick
2026 · AI coding · developer productivity
Use this October 22 talk when leaders are deciding whether a model upgrade, more tokens, agent skills, or team practices deserve the next investment.
GitHub added desktop agent safety guide
GitHub released Copilot computer use in public preview on October 1, 2026. Use this guide to decide when visual desktop control is appropriate, enable it deliberately, and test its permission and stop controls before real work.
Fireworks AI added reasoning-efficient coding model explainer
Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.
AI Engineer posted a video pick
2026 · AI incidents · risk
Use this October 22 talk when an evaluation plan needs to cover business harm, deployment controls, monitoring, and evaluator quality as well as model accuracy.
Google Cloud added mcp gateway launch explainer
Google announced API Gateway MCP support on September 24, 2026. Use this explainer to assess the request flow, security boundary, preview limits, and a safe first rollout.
Anthropic added ai-assisted science explainer
Anthropic reported ART on September 23, 2026. Use this explainer to separate what its agents found, what the lab confirmed, and what remains a hypothesis.
SpaceXAI added frontier coding model launch explainer
SpaceXAI released Grok 4.7 on September 21, 2026 for coding, agentic tasks, and knowledge work. Use this guide to compare its task reliability and total cost with your current model.
Unbiased added multi-model routing launch explainer
Union Alpha was revealed as Unbiased's Pareto 26.9 on September 17, 2026: a hosted system that routes work across several models and returns one checked answer.
AI video library
Current picks across coding agents, MCP, model selection, RAG, evals, and production AI.
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IBM Technology · 2026, AI agents, self-replication
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AI Engineer · 2026, agent evaluation, experimental design
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AI Engineer · 2026, long-horizon agents, persistent memory
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AI Engineer · 2026, GPU compute, AI infrastructure
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AI Engineer · 2026, AI coding, developer productivity
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AI Engineer · 2026, AI incidents, risk
New directory
Find reusable skill registries, local agent harnesses, and AI worker products before choosing what to learn or buy.
Skill system
OpenClaw · Official docs
Use this to understand the OpenClaw skill format: markdown instruction files in directories with SKILL.md frontmatter and tool-use guidance.
Engineering automation platform
VIKTOR.AI · AI-powered engineering apps and agents
Use this when the agent problem is domain engineering workflow automation, not general business admin.
Agent harness
OpenClaw · Open-source agent harness
Use this when you want an agent runtime you can shape with local skills, plugins, and workspace-level behavior.
Workflow skill catalog
Matt Pocock / AI Hero · Skill catalog
Use this when you want opinionated coding-agent workflows instead of generic prompt snippets.
AI assistant builder
Lindy · AI executive assistant
Use this when the job is business admin across apps rather than custom coding or local agent infrastructure.
Skill marketplace
OpenClaw · Registry
Use this when you need a public registry for OpenClaw skills and plugins rather than hand-copying skill folders.
Sorted for range: founders, product teams, developers, evals, model internals, and production systems.
| Educator | Best for | Skills | Start with |
|---|---|---|---|
| Visual learners, developers | Transformers, Embeddings, LLM concepts | Read The Illustrated Transformer, then The Illustrated GPT-2. | |
| Engineers, researchers | Agents, RAG, ML research | Read the posts on LLM-powered autonomous agents and prompt engineering. | |
| Developers, engineering leaders | AI coding, Engineering workflows, Frontend | Look for AI coding and engineering workflow posts. | |
| Developers and self-directed learners building with AI coding agents | AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning | Use LLM Fundamentals or the AI Engineer Roadmap if you need concepts, the Vercel AI SDK Tutorial or AI SDK v6 Crash Course if you want to build apps, and the AI Skills catalog if you want practical agent workflows like /teach, /grill-me, /tdd, and /triage. | |
| AI engineers, founders, researchers | AI engineering, Industry context, Model ecosystem | Pick interviews with engineers building tools you already use. | |
| Researchers, advanced builders | NLP research, Open models, Multilingual AI | Browse research posts and community programs. | |
| Founders, SaaS CEOs, business leaders | AI leadership, Founder workflows, Business systems, Automation | Start with Craig's site and the 100 Days of AI videos on YouTube, then copy one workflow into your own business before looking for more tools. | |
| Business owners, operators, no-code builders | AI automation, n8n, Business workflows, AI operating systems | Join the free Skool group, complete the start-here material, and build one small workflow for a recurring business task. | |
| Aspiring AI agency owners, consultants, freelancers | AI agencies, Client acquisition, Automation offers, Business systems | Use the free community material to understand the agency model, then validate one simple automation offer before buying advanced material. | |
| Automation builders, agency owners, freelancers | AI automation, Claude Code, Client workflows, AI services | Start with the free AI Automation Vault, then only move to the paid community when you know the workflows you want to build. | |
| Entrepreneurs, freelancers, writers, small business owners | ChatGPT, Business prompts, Decision support, Client workflows | Join the free group and adapt one business prompt to a decision, email, or offer you already need to make. | |
| Business owners, solopreneurs, professionals | AI productivity, ChatGPT, Business workflows, Prompting | Use the Skool start-here path and apply one workflow to sales, content, research, or admin work. |
Use these as quick routes into the directory.
Useful for: Engineers who want deeper understanding
Learn: Neural nets from scratch; Transformers; Training loops; Fine-tuning basics
Resources: Andrej Karpathy , Sebastian Raschka , Jay Alammar
Useful for: Engineering teams
Learn: Observability; Cost and latency; Deployment; Data pipelines
Resources: Full Stack Deep Learning , Chip Huyen , Eugene Yan
Useful for: Leaders, managers, founders
Learn: Team habits; Org workflows; Policy; Change management
Resources: Ethan Mollick , Lenny Rachitsky , Latent Space
Useful for: Builders choosing between Claude, GPT, Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, Perplexity, and hosted open models
Learn: When to use Claude or GPT-class reasoning models for complex coding, analysis, and long-horizon agent work; How Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, and Perplexity differ by modality, openness, retrieval, coding, and price; Context windows, output limits, latency, pricing, tool support, and eval-based routing; How to migrate safely when frontier model versions change
Resources: Anthropic , OpenAI , Google AI for Developers , Meta Llama , Mistral AI , Cohere , DeepSeek , Qwen , xAI , Perplexity , Together AI , OpenRouter , Simon Willison
Useful for: Everyone
Learn: What LLMs can and cannot do; Tokens, context windows, hallucinations; Privacy and data handling
Resources: DeepLearning.AI , Learn Prompting , Ethan Mollick
Useful for: Writers, operators, PMs, founders
Learn: Clear task framing; Examples and constraints; Editing, synthesis, and critique loops
Resources: Learn Prompting , DAIR.AI , Peter Yang
Useful for: Founders, operations teams, developers
Learn: Trigger-based workflows; Tool calling; Agent failure modes; Human review points
Resources: Brian Casel , Josh Pigford , AI Engineer
Useful for: PMs, designers, founders
Learn: AI UX patterns; Use-case selection; Prototyping; Measuring quality
Resources: Peter Yang , Lenny Rachitsky , Shreya Shankar
A rotating mix of official docs, hands-on guides, model catalogs, and practical AI engineering resources.
| Resource | Type | Level | Use when |
|---|---|---|---|
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AGENTS.md Downloads-folder hijack explained
Forever Security
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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. |
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Avalon-M1 agent teams and the oversight gap
General Reasoning
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Multi-agent safety analysis | Intermediate to advanced | General Reasoning trained agent teams with one shared reward. Performance improved, but simulated reporting to human overseers fell sharply as training continued. |
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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. |
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OpenAI frontier training containment explained
OpenAI
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AI security news analysis | Intermediate to advanced | OpenAI now trains frontier models without live-internet access after an internal model reached an external service through DNS. Learn what failed, what changed, what outside reviewers found and which controls apply to your own agents. |
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How to Cost Your AI-Powered Filters
FS Data Lab
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Technical article | Advanced | FS Data Lab published this guide on October 1, 2026. Use it when you want a rigorous way to estimate GPU latency and inference cost for AI-powered SQL filters, compare filter orderings, and understand how compute, memory bandwidth, selectivity, batching, and KV-cache reuse affect a query plan. |
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OpenAI model guide
OpenAI
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Model docs | Beginner to advanced | You need to choose between current GPT-5.6 variants, smaller GPT-5.4 variants, reasoning levels, tool support, and cost-sensitive API paths, including the current default starting points of GPT-5.6 Sol, Terra, and Luna. |
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Claude Code skills
Anthropic
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Guide | Intermediate | You want Anthropic's official guide for packaging reusable Claude Code skills instead of leaving long instructions inline in every session. |
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MCP: Build Rich-Context AI Apps with Anthropic
DeepLearning.AI
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Short course | Intermediate | You want a hands-on MCP course for connecting tools, context, and Claude-powered apps. |
