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 · AI developer infrastructure
Pando accepts unrelated branch updates independently and reuses stored packfiles for fetches. OpenAI reports nearly five times lower median push latency.
Pando's Git data path
Independent branch writes feed reusable, cacheable packfiles
Push
Validate once and store the incoming pack as an immutable blob
Record
Update one branch pointer with its pack dependencies
Fetch
Select stored packs and serve them through regional caches
Founder community · Online and in London
Ramen Club brings 500+ founders together to learn, ship, and get unstuck. Founder Charlie Ward runs the online community alongside Ramen Space in Dalston, where London founders can work, meet, and learn in person.
Online community
Live classes, a monthly demo day, mentor feedback, founder introductions, recordings, and an active Slack community.
London community
Founder coworking, AI workshops, events, stand-ups, and shared lunches at Ramen Space in Dalston.
Charlie Ward
Ramen Club founder and validation mentor
AI Q&A
Short, crawlable answers connected to fuller guides, educators, docs, courses, and videos.
The 10 best AI automation agencies in 2026
Build it internally when the process is low risk, the stack is simple, and someone can own failures and maintenance. Hire an agency when the workflow crosses important systems, ...
The 10 best AI automation agencies in 2026
Use representative inputs, known expected outcomes, difficult exceptions, failed-tool scenarios, and human escalation. Define success before the build, then measure completion r...
Best AI agent courses
AI Agents in LangGraph is the best first pick for developers who want explicit state, tool use, and workflow control. Add a broader agents course after that if you want to compa...
Best AI agent courses
Learn a general agent loop first if you are new to tool calling. Choose LangGraph when you need stateful engineering patterns. Choose crewAI when your use case naturally splits ...
Best AI agent courses
It should teach planning, tool schemas, state, retries, tracing, guardrails, and failure handling. A course that only shows a polished autonomous demo is not enough for producti...
Best MCP courses and tutorials
DeepLearning.AI's MCP course is a strong short starting point, while Hugging Face's MCP Course is useful if you want a free structured route. Pair either with the official Anthr...
Popular on Learnetto
Start with practical guides to current models, evaluation methods, courses, and educators.
Model guide
Understand zero-shot tabular prediction, hardware requirements, limits, licensing, and how to test Kumo against strong baselines.
Evaluation guide
Build an agent-evaluation suite with realistic tasks, calibrated graders, repeated trials, CI checks, and production monitoring.
Course guide
Compare beginner, free, vendor-specific, and advanced paths for learning agent evaluation and reliability.
Course guide
Choose a TypeScript or Python path for moving from LLM demos to reliable production AI applications.
Educator profile
Explore current training on AI-enabled service offers, client acquisition, sales systems, and repeatable delivery.
Educator profile
Find practical n8n automation, AI-agent building, and agency-starting resources for beginners and operators.
Recently added
New directory additions across educator videos, newsletters, social feeds, official model docs, agents, coding tools, and model-selection references. Today's selection: Nov 3, 2026.
Choose how to scan the same daily picks: keep the current layout, mix formats, or read it like a feed.
Use this after Anthropic's October 27, 2026 disclosure to verify the five public patch records and prioritize browser and operating-system updates.
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.
You want OpenAI's September 10, 2026 overview of the Data agent in ChatGPT Work, which connects company data, investigates changes, and produces interactive dashboards through a conversational workflow.
You want OpenAI's September 9, 2026 policy proposal on frontier AI standards, independent assessments, incident reporting, and preserving human control as capabilities advance.
You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.
You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
You want Qwen Code's September 10, 2026 update on workflow run history, agent and token observability, context-usage inspection, combining Plan with YOLO mode, and named parallel channel tasks in isolated workspaces.
You want Google's September 2, 2026 launch details for Gemini 3.8 Flash and Flash Cyber, including their positioning for agentic workflows and cybersecurity.
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Video · Tech With Tim
Watch this October 30 tutorial when you want to build a small retrieval-augmented generation pipeline yourself before choosing a framework or managed service.
AI-assisted vulnerability research analysis · Anthropic
Use this after Anthropic's October 27, 2026 disclosure to verify the five public patch records and prioritize browser and operating-system updates.
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.
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Video · Hyperautomation Labs
Watch this October 28 walkthrough when you want to test Claude desktop's cross-chat, scheduling and project features without starting with a coding workflow.
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.
Data agent product guide · OpenAI
You want OpenAI's September 10, 2026 overview of the Data agent in ChatGPT Work, which connects company data, investigates changes, and produces interactive dashboards through a conversational workflow.
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Video · Open Data Science and AI Conference
Watch the first 25-minute keynote in this October 27 conference stream when you need a research-led introduction to scaling software-engineering work across teams of agents.
Frontier AI safety policy guide · OpenAI
You want OpenAI's September 9, 2026 policy proposal on frontier AI standards, independent assessments, incident reporting, and preserving human control as capabilities advance.
Coding agent evaluation guide · Google Developers Blog
You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.
Agent security architecture guide · Meta AI
You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
Coding agent workflow release notes · Qwen
You want Qwen Code's September 10, 2026 update on workflow run history, agent and token observability, context-usage inspection, combining Plan with YOLO mode, and named parallel channel tasks in isolated workspaces.
Tech With Tim posted a video pick
2026 · RAG · Python
Watch this October 30 tutorial when you want to build a small retrieval-augmented generation pipeline yourself before choosing a framework or managed service.
Anthropic added ai-assisted vulnerability research analysis
Use this after Anthropic's October 27, 2026 disclosure to verify the five public patch records and prioritize browser and operating-system updates.
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.
Hyperautomation Labs posted a video pick
2026 · Claude desktop · multi-chat workflow
Watch this October 28 walkthrough when you want to test Claude desktop's cross-chat, scheduling and project features without starting with a coding workflow.
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.
OpenAI added data agent product guide
You want OpenAI's September 10, 2026 overview of the Data agent in ChatGPT Work, which connects company data, investigates changes, and produces interactive dashboards through a conversational workflow.
Open Data Science and AI Conference posted a video pick
2026 · multi-agent systems · software engineering
Watch the first 25-minute keynote in this October 27 conference stream when you need a research-led introduction to scaling software-engineering work across teams of agents.
OpenAI added frontier ai safety policy guide
You want OpenAI's September 9, 2026 policy proposal on frontier AI standards, independent assessments, incident reporting, and preserving human control as capabilities advance.
Google Developers Blog added coding agent evaluation guide
You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.
Meta AI added agent security architecture guide
You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
Qwen added coding agent workflow release notes
You want Qwen Code's September 10, 2026 update on workflow run history, agent and token observability, context-usage inspection, combining Plan with YOLO mode, and named parallel channel tasks in isolated workspaces.
AI video library
Current picks across coding agents, MCP, model selection, RAG, evals, and production AI.
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Opaya · 2026, Anthropic, recursive self-improvement
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Patrick Boyle · 2026, Anthropic, IPO
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Replit · 2026, Replit, Cloud Agents
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Tech With Tim · 2026, RAG, Python
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Hyperautomation Labs · 2026, Claude desktop, multi-chat workflow
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Open Data Science and AI Conference · 2026, multi-agent systems, software engineering
New directory
Find reusable skill registries, local agent harnesses, and AI worker products before choosing what to learn or buy.
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.
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.
Sorted for range: founders, product teams, developers, evals, model internals, and production systems.
| Educator | Best for | Skills | Start with |
|---|---|---|---|
| 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. | |
| Entrepreneurs and personal development learners | AI productivity, Business growth, Mindset, Prompting | Use the community's beginner material to connect AI habits with a specific business or personal productivity outcome. | |
| Course creators, coaches, entrepreneurs | AI productivity, Creator businesses, Offers, Business workflows | Start with the community basics and map one AI-assisted workflow to your offer, audience, or content plan. | |
| Marketers, creators, small business owners | AI marketing, Campaign systems, Content workflows, Customer acquisition | Join the community and rebuild one campaign workflow using AI for research, drafts, and measurement. | |
| Women entrepreneurs, local service owners, marketers | AI marketing, Canva, Flyers, Client attraction | Begin with the free prompts and 7-day marketing jumpstart, then make one real flyer or client-attraction asset. | |
| Indie founders, product builders | Founder workflows, Product ops, Automation | Read the public notes and examples before deciding whether the paid material matches your business. | |
| Founders, service business owners | Founder workflows, Systems, Automation | Look for workflow breakdowns and implementation examples. | |
| Product managers, founders | Product strategy, Writing, AI adoption | Review the Maven syllabus and compare it to your current product workflow. | |
| Product teams, founders | Product, Growth, Team adoption | Browse the How I AI interviews and copy the workflows that match your role. |
Use these as quick routes into the directory.
Useful for: Software developers
Learn: Codebase navigation; Test generation; Refactoring; Reviewing AI output
Resources: Simon Willison , Addy Osmani , Matt Pocock , AI Engineer
Useful for: Developers using coding agents and tool-connected workflows
Learn: How to structure instructions, memories, and skills; When to use MCP servers versus retrieval or file search; Subagents, hooks, and tool boundaries; How to keep agent context small, relevant, and testable
Resources: Anthropic , Hugging Face , OpenAI , Matt Pocock , Simon Willison
Useful for: Developers building AI apps
Learn: Chunking and retrieval; Structured extraction; Reranking; Grounded answers
Resources: Jason Liu , Hamel Husain , Eugene Yan
Useful for: AI product teams
Learn: Test sets; Human review; Regression checks; Quality metrics
Resources: Hamel Husain , Shreya Shankar , Chip Huyen
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
A rotating mix of official docs, hands-on guides, model catalogs, and practical AI engineering resources.
| Resource | Type | Level | Use when |
|---|---|---|---|
|
OpenAI Pando Git architecture explained
OpenAI
|
AI infrastructure analysis | Intermediate to advanced | Use this analysis to understand why agent-heavy repositories strain conventional Git servers, how Pando changes consistency and pack delivery, and which ideas apply outside OpenAI. |
|
GPT-6 Astra weight-space programming explained
MIT CSAIL researchers
|
AI research analysis | Intermediate to advanced | Use this analysis to understand what GPT-6 Astra changed inside Qwen3.5-0.8B, which results were reproduced and why the work does not yet replace training. |
|
AG-UI client vulnerability response guide
NIST National Vulnerability Database
|
AI agent frontend security analysis | Intermediate to advanced | Use this guide to find affected @ag-ui/client deployments, apply the two released fixes and contain the three flaws that still lack a released patch. |
|
Shared robots.txt AI training preference explained
OpenAI
|
AI training policy standard analysis | Beginner to intermediate | Use this when you manage a website and need to understand the proposed cross-provider AI training preference before changing robots.txt. |
|
How to Cost Your AI-Powered Filters
FS Data Lab
|
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. |
|
Claude Code skills
Anthropic
|
Guide | Intermediate | You want Anthropic's official guide for packaging reusable Claude Code skills instead of leaving long instructions inline in every session. |
|
OpenRouter MCP Server
OpenRouter
|
MCP guide | Intermediate | You want OpenRouter's official MCP path for pulling live models, prices, rankings, docs, and test calls into Codex, Claude Code, or another coding assistant while you compare providers. |
|
Designing the hf CLI for agents
Hugging Face
|
Agent tooling and evaluation guide | Intermediate | You want a measured guide to agent-friendly CLI design, including structured output, retry-safe commands, independent grading, and benchmarks showing where higher-level tools reduce calls and token use. |
