Search across educators, skills, and resources.

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• 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

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Simon Willison Elvis Saravia AI Operators Club Jam Anderson

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• OpenAI Cookbook
• Prompt Engineering Guide
• Perplexity Deep Research and Search API docs
• Perplexity Deep Research Workflows

Vertex AI Gen AI evaluation service

Managed model and agent evaluation service · Google Cloud · Intermediate to advanced

Vertex AI teams evaluating model outputs, prompts, RAG responses, function calls, and agent trajectories with managed or custom metrics.

evals, llm evaluation, ai quality, cloud and provider evals

AI skills playbook: Build an AI-ready workforce

Workforce AI skills playbook · Google Cloud · Beginner

Use this five-step playbook to assess an organization's AI baseline, put AI into existing workflows, establish trust, offer flexible learning, and recognize progress. It also links to the Google courses and learning paths listed below.

ai skills, workforce training, ai adoption, change management, responsible ai

Unleash Team Potential: Assess Learning Needs Using GenAI

Course · Google Cloud · Beginner

Use this one-hour introductory course when you need a practical way to assess a team's learning needs, identify skill gaps, and connect AI training with career development.

ai skills, skills assessment, team development, career development, generative ai

Beginner: Introduction to Generative AI

Learning path · Google Cloud · Beginner

Use this four-activity learning path for an introductory overview of generative AI, large language models, and responsible AI principles.

generative ai, large language models, responsible ai, foundations, learning path

Google Workspace with Gemini: Foundations of Your AI Workflow

Course · Google Cloud · Beginner

Use this 30-minute introductory course to learn where Gemini fits into Google Workspace and how to start applying it to everyday work.

gemini, google workspace, ai workflow, productivity, workplace ai

Google's AI Principles

Responsible AI principles · Google · Beginner

Use this as Google's primary statement of the principles it applies to AI development and deployment, alongside the playbook's recommendation to build a framework for trust.

responsible ai, ai principles, ai governance, ai safety, trust

Introduction to Security in the World of AI

Course · Google Cloud · Beginner

Use this one-hour course when security and data-protection leaders need a framework for identifying AI-specific risks, protecting sensitive data, and applying Google's Secure AI Framework.

ai security, secure ai framework, data protection, compliance, risk management

AI Boost Bites: Your Edge in the AI-Powered World

Learning path · Google Cloud · Beginner

Use this practical learning path for short lessons and challenges covering Gemini, Google Workspace, NotebookLM, and Google AI Studio in everyday business workflows.

gemini, notebooklm, google ai studio, google workspace, workplace ai

Develop AI-Powered Prototypes in Google AI Studio

Skill badge course · Google Cloud · Beginner

Use this 45-minute hands-on course to practice prompting, multimodal image and video analysis, and rapid application prototyping in Google AI Studio.

google ai studio, prototyping, prompting, multimodal ai, api keys

Generative AI Leader Certification

Certification learning path · Google Cloud · Beginner to intermediate

Use this five-course learning path to prepare leaders to explain generative AI, apply Google's AI tools to business innovation, and prepare for the Generative AI Leader certification.

generative ai leader, business transformation, gemini, ai agents, certification

Google Data Analytics Certificate

Professional certificate · Google · Beginner

Use this foundational certificate program to build job-ready data analytics skills and learn how AI can support analysis, visualization, and workflow productivity.

data analytics, sql, python, tableau, data visualization

Google Cloud API Gateway MCP explained

MCP gateway launch explainer · Google Cloud · Intermediate

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.

mcp, model context protocol, api gateway, openapi, ai agents

The Anatomy of Harness Engineering

Coding agent evaluation guide · Google Developers Blog · Intermediate to advanced

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.

coding agents, evals, behavioral evaluations, regression testing, harness engineering

Gemini 3.8 Flash launch

Model launch and selection guide · Google AI · Intermediate

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.

google, gemini, frontier models, agentic workflows, cybersecurity

Gemini 3.8 Flash

Model docs · Google AI for Developers · Intermediate

You need Google's official September 2, 2026 GA reference for its newest Flash model, including the stable model ID, 1M-token input window, thinking levels, multimodal inputs, tools, and production inference options.

gemini, gemini 3.8 flash, coding, autonomous agents, long context

Lyria 3.5 music generation

Model docs · Google AI for Developers · Beginner to intermediate

You want Google's September 3, 2026 preview documentation and examples for generating short clips or full songs from text and image inputs with the Lyria 3.5 Clip and Pro models.

google, lyria 3.5, music generation, audio generation, multimodal

Agent and Model Evaluations in Gemini Enterprise Agent Platform

Evaluation guide · Google AI for Developers · Intermediate to advanced

You want Google's practical July 31, 2026 guide to running the same agent and model evaluations during development and on production traffic, with metrics for quality, safety, grounding, tool use, and trajectories.

google, gemini, agents, evals, model selection

Gemini API overview

Guide · Google AI for Developers · Beginner to intermediate

You want Google's current top-level map of Gemini models, agents, tools, and the recommended Interactions API entrypoint before going deeper.

gemini, google, interactions api, models, agents

Gemini API models

Model docs · Google AI for Developers · Beginner to advanced

You need to compare current Gemini stable, preview, latest, and experimental model IDs, context windows, and modality support.

gemini, google, multimodal, long context, model selection

Gemini 3.7 Flash

Model docs · Google AI for Developers · Intermediate

You want the official page for Google's August 13, 2026 Gemini 3.7 Flash GA release before relying on older Flash guidance for coding or agent workflows.

gemini, gemini 3.7 flash, coding, agentic workflows, model selection

Gemini 3 Developer Guide

Guide · Google AI for Developers · Intermediate

You want Google's current Gemini 3 feature guide covering built-in tools, function calling, batch support, context caching, and model-fit questions in one place.

gemini, gemini 3, tools, batch api, context caching

Gemini coding agent setup

Guide · Google AI for Developers · Intermediate

You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.

gemini, coding agents, developer tools, mcp, workflow setup

Gemini Agents Overview

Guide · Google AI for Developers · Intermediate

You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.

gemini, agents, interactions api, deep research, coding agents

Gemini Managed Agents quickstart

Quickstart · Google AI for Developers · Intermediate

You want Google's practical quickstart for building a managed Gemini agent that streams responses, keeps multi-turn state, uses the Antigravity sandbox, and can return files instead of reading only the higher-level overview.

gemini, managed agents, interactions api, tools, stateful workflows

Building managed agents

Guide · Google AI for Developers · Intermediate to advanced

You want to extend Gemini's managed-agent harness with your own instructions, skills, and data instead of using the default Antigravity setup unchanged.

gemini, managed agents, custom agents, skills, stateful workflows

Gemini agent environment

Guide · Google AI for Developers · Intermediate to advanced

You need Google's exact sandbox, source-mount, and network-control model before trusting a managed Gemini agent with code, files, or long-running work.

gemini, managed agents, sandbox, skills, hooks

Gemini AI Studio agents

Playground guide · Google AI for Developers · Intermediate

You want the visual Gemini playground for prototyping managed-agent instructions, tools, and environments before committing to API code.

gemini, ai studio, managed agents, playground, sandbox

Gemini Webhooks

Guide · Google AI for Developers · Intermediate

You want Gemini to notify your app when long-running jobs finish instead of polling Batch, Interactions, or video operations in a loop.

gemini, webhooks, interactions api, background execution, async workflows

Migrate to the Gemini Interactions API

Migration guide · Google AI for Developers · Intermediate

You are upgrading an older Gemini integration and need Google's current migration path toward the Interactions API for stateful agent workflows.

gemini, interactions api, migration, agents, stateful workflows

Gemini API changelog

Release notes · Google AI for Developers · Intermediate

You need the official Gemini launch and shutdown timeline before relying on preview model IDs or older Flash variants.

gemini, google, release notes, model deprecations, model selection

Gemini deprecations

Migration guide · Google AI for Developers · Intermediate

You need Google's official shutdown schedule and recommended replacements before pinning Gemini preview or Flash variants in a long-lived workflow.

gemini, deprecations, migrations, model selection, release notes

Gemini Batch API

Guide · Google AI for Developers · Intermediate

You want the official Gemini route for high-volume asynchronous generation, evaluation, extraction, or backfill workloads.

gemini, batch api, async workflows, cost optimization, offline processing

Gemini context caching

Guide · Google AI for Developers · Intermediate

You need Google's current guidance for caching repeated context to reduce cost and speed up long-context Gemini workflows.

gemini, context caching, prompt caching, latency, cost

Gemini background execution

Guide · Google AI for Developers · Intermediate to advanced

You need Google's current pattern for long-running Gemini tasks such as deep research, multi-step agents, and server-side asynchronous execution.

gemini, background execution, interactions api, async workflows, deep research

Gemini Live API overview

Guide · Google AI for Developers · Intermediate

You want the official Google path for low-latency voice and vision agents before designing a realtime Gemini workflow.

gemini, live api, voice agents, realtime, multimodal

Gemini prompt design strategies

Guide · Google AI for Developers · Intermediate

You want current Gemini-specific prompting advice for system instructions, reasoning tasks, multimodal inputs, and tool-connected workflows.

gemini, prompting, reasoning, multimodal, tool use