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

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 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

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 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 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

Gemini function calling

Guide · Google AI for Developers · Intermediate

You need Gemini's current tool-calling patterns before building agents, structured automation, or app-side orchestration.

gemini, function calling, tools, agents, developer tools

Gemini Developer API pricing

Guide · Google AI for Developers · Intermediate

You want Google's current pricing and positioning for Gemini models before choosing between faster, cheaper, or more capable variants.

gemini, pricing, 3.1 flash, model selection, cost

Gemini deprecations

Migration guide · Google AI for Developers · Intermediate

You need the official shutdown and migration schedule before relying on older Gemini model IDs, preview variants, or outdated guides.

gemini, deprecations, migrations, model shutdowns, model selection

OpenRouter models guide

Models guide · OpenRouter · Beginner to advanced

You need to compare many model families through one catalog before testing prompts across providers.

openrouter, model comparison, model routing, opus, claude

Gemini Deep Research Agent

Guide · Google AI for Developers · Intermediate to advanced

You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.

gemini, deep research, agents, search grounding, research workflows

Gemini Interactions API

Guide · Google AI for Developers · Intermediate to advanced

You need Google's current recommended API surface for agentic workflows, server-side state, and complex multimodal conversations.

gemini, interactions api, agents, tool use, stateful workflows

Gemini File Search

Guide · Google AI for Developers · Intermediate

You want Google's newest first-party retrieval path for grounded Gemini answers with managed chunking, indexing, and multimodal embeddings.

gemini, file search, rag, interactions api, grounded answers

Gemini URL Context

Guide · Google AI for Developers · Intermediate

You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation.

gemini, url context, web pages, grounded answers, research workflows

Gemini Google Search grounding

Guide · Google AI for Developers · Intermediate

You need the official Google path for grounding Gemini with Google Search instead of relying on stale prompts or manual search glue.

gemini, google search, grounding, research workflows, agents

Gemini coding agents with MCP and Skills

Guide · Google AI for Developers · Intermediate

You want the newest official Gemini guide for wiring docs MCP, installable skills, and coding-agent best practices into software workflows.

gemini, coding agents, mcp, skills, developer tools

xAI Grok 4.5

Model docs · xAI · Intermediate

You want the official xAI page for the current flagship Grok model before comparing it with Claude, GPT, Gemini, or routed alternatives.

xai, grok 4.5, coding, reasoning, model selection

Awesome Agent Skills by VoltAgent

GitHub repo · VoltAgent · Intermediate

You want a larger, current catalog of real-world agent skills that can be studied, adapted, and compared across Claude Code, Codex, Gemini CLI, Cursor, and similar tools.

agent skills, skills, coding agents, claude code, codex