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 · Copilot model migration
GitHub named replacements for five models across Chat, edits, agents and completions. Kimi K3 still has no announced successor, so teams should inventory and test now.
GitHub Copilot · December 14
Inventory, compare, switch
Inventory
Find pinned models and policy allowlists.
Compare
Run matched repository tasks.
Switch
Set a supported model and fallback.
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.
Best AI resources for evals and reliability
Start with an agent-evaluation course that covers trajectories, tool calls, datasets, graders, and traces, then implement a small code-owned regression suite. Learnetto's eval g...
Best official AI provider docs and model catalogs
Learnetto groups current official provider docs, model catalogs, tutorials, and learning resources by task. For implementation details, verify the linked OpenAI, Anthropic, Goog...
Best AI resources for model release notes and migrations
Follow the official changelog or release-note page for every provider you actively use, plus its deprecations or shutdown page if available. OpenAI, Anthropic, Gemini, DeepSeek,...
Best AI resources for model release notes and migrations
Use OpenAI deprecations, Claude model deprecations, Gemini deprecations, DeepSeek updates and pricing, Mistral changelog, and xAI release notes. Pair those with the provider's m...
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...
Best AI resources for production AI engineering
Compare production AI options by whether they teach deployed systems, evals, tracing, retrieval, latency, cost, security, and failure handling. Learnetto's production path and A...
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 14, 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.
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.
Jev launched on September 15, 2026 as TypeSafe AI's first System One model: a non-chat model that turns application state into typed decisions and probabilities for software workflows.
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Video · freeCodeCamp.org
Watch this November 10 hands-on course when you want one practical introduction to prompting, plans, repository instructions, skills, tests, Git, secrets, permissions and MCP.
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 · AI Mathias | AI Automation
Watch this November 9 analysis when you need to interpret Anthropic's Fable 5.2 coding scores, compare task cost with Opus 5.5 and design a fair repository test.
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.
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.
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Video · AI Engineer
Watch this November 7 research talk when you need to decide which stage of a coding job deserves parallel agents and whether cheaper workers can reduce cost.
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.
Omnimodal model launch explainer · Qwen
Qwen3.8-Omni-Flash launched September 18, 2026 for long audio and video analysis, text answers, web search, and tool-calling workflows.
freeCodeCamp.org posted a video pick
Codex · agentic coding · AGENTS.md
Watch this November 10 hands-on course when you want one practical introduction to prompting, plans, repository instructions, skills, tests, Git, secrets, permissions and MCP.
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.
AI Mathias | AI Automation posted a video pick
Claude Fable 5.2 · Claude Opus 5.5 · coding benchmarks
Watch this November 9 analysis when you need to interpret Anthropic's Fable 5.2 coding scores, compare task cost with Opus 5.5 and design a fair repository test.
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.
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.
AI Engineer posted a video pick
coding agents · multi-agent systems · ProgramBench
Watch this November 7 research talk when you need to decide which stage of a coding job deserves parallel agents and whether cheaper workers can reduce cost.
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.
Qwen added omnimodal model launch explainer
Qwen3.8-Omni-Flash launched September 18, 2026 for long audio and video analysis, text answers, web search, and tool-calling workflows.
AI video library
Current picks across coding agents, MCP, model selection, RAG, evals, and production AI.
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AI Inbox Academy · Gemini 4 Hydrogen, Gemini 3.8 Flash, model migration
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AI Engineer · coding agents, Duolingo, unit tests
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Dave Ebbelaar · local AI, Ollama, Tauri
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freeCodeCamp.org · Codex, agentic coding, AGENTS.md
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AI Mathias | AI Automation · Claude Fable 5.2, Claude Opus 5.5, coding benchmarks
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AI Engineer · coding agents, multi-agent systems, ProgramBench
New directory
Find reusable skill registries, local agent harnesses, and AI worker products before choosing what to learn or buy.
AI coworker
Viktor · Slack and Teams AI employee
Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder.
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.
Sorted for range: founders, product teams, developers, evals, model internals, and production systems.
| Educator | Best for | Skills | Start with |
|---|---|---|---|
| Product teams, founders | Product, Growth, Team adoption | Browse the How I AI interviews and copy the workflows that match your role. | |
| Knowledge workers, educators, leaders | AI literacy, Workplace adoption, Strategy | Read recent essays on using AI as a collaborator and on organizational adoption. | |
| Developers, AI engineers | AI engineering, Agents, Developer tools | Watch AI Engineer talks for production patterns and tool choices. | |
| Everyone from beginners to builders | Prompting, Agents, RAG, ML foundations | Start with ChatGPT Prompt Engineering for Developers, then pick a RAG or agents course. | |
| Coders learning deep learning | Deep learning, PyTorch, Model training | Practical Deep Learning for Coders, lesson 1. | |
| Developers, data scientists | Practical ML, Ethics, Education | Use fast.ai essays and course material alongside hands-on notebooks. | |
| Programmers who want model internals | Neural networks, Backprop, LLM internals | Watch micrograd, then makemore, then the GPT video. | |
| Developers, technical generalists | LLM tools, Prompting, AI safety, Local models, Model selection | Read the recent model-roundup posts, then try the llm command-line tool with two or three different providers. | |
| Developers building LLM apps | Structured outputs, Extraction, RAG | Try the Instructor examples for extraction and validation. | |
| Builders shipping LLM systems | Evals, RAG, LLM product quality | Read the evals guide and build a small test set for your own app. | |
| Engineers, PMs, AI product teams | Evals, LLM reliability, Product quality | Review the course outcomes and pair it with a real feature you can evaluate. | |
| Engineers, ML practitioners | AI engineering, Systems, Production ML | Use the book page and related essays as a production engineering path. |
Use these as quick routes into the directory.
Useful for: PMs, designers, founders
Learn: AI UX patterns; Use-case selection; Prototyping; Measuring quality
Resources: Peter Yang , Lenny Rachitsky , Shreya Shankar
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
A rotating mix of official docs, hands-on guides, model catalogs, and practical AI engineering resources.
| Resource | Type | Level | Use when |
|---|---|---|---|
|
GitHub Copilot December model retirement guide
GitHub
|
Coding model migration news analysis | Intermediate | Plan and test replacements for six GitHub Copilot models before GitHub removes them on December 14, 2026. |
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ChatGPT Wallet agent purchase guide
OpenAI
|
Agent commerce news analysis | Intermediate | Understand how ChatGPT Wallet authorizes purchases, what merchants need to support, and which controls to test before allowing an agent to shop. |
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Gemini 4 Hydrogen migration and evaluation guide
Google DeepMind
|
Frontier model news analysis | Intermediate to advanced | Evaluate Gemini 4 Hydrogen for coding, multimodal analysis or agent workflows, and plan a measured migration from Gemini 3.8 Flash. |
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AWS Emulator autonomous agent build guide
AWS
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AI agent engineering analysis | Intermediate to advanced | Understand how AWS used autonomous agents to build and maintain AWS Emulator, test the local tool safely and adapt its specification-and-gate workflow to your own coding agents. |
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NVIDIA board investigation and AI infrastructure risk guide
NVIDIA
|
AI infrastructure news analysis | All levels | Use this analysis to separate NVIDIA's confirmed board investigation from unresolved allegations and review supplier continuity, access and governance risks. |
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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. |
|
Muse Spark 1.3
Meta AI
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Model launch and selection guide | Intermediate | You are comparing frontier models for long-horizon coding or knowledge work and need Meta's September 2, 2026 release notes on Muse Spark 1.3's tool use, instruction following, user steering, multitasking, model self-awareness, and availability through Muse Code and Meta Model API. |
