Short course · DeepLearning.AI · Intermediate
You want a focused course on building stateful AI agents and agent workflows with LangGraph.
agents, langgraph, tool use, agentic workflows, ai engineering
Guide · OpenAI · Intermediate to advanced
You need the official beta guide to giving Python or TypeScript Agents SDK workflows isolated files, commands, packages, ports, snapshots, and resumable state while keeping the agent harness and sensitive control-plane work outside the execution container.
openai, agents sdk, sandbox, coding agents, containers
Guide · OpenAI · Intermediate
You need the official OpenAI pattern for preserving conversation state, reasoning items, and multi-turn context across longer-lived agent workflows.
openai, conversation state, responses api, reasoning, agents
Guide · OpenAI · Intermediate
You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state.
openai, agents, tool use, orchestration, state
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
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
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
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
Guide · xAI · Intermediate to advanced
You want xAI's official guidance for shrinking long conversations into reusable compact state before teaching Grok-heavy agent workflows at scale.
xai, context compaction, agents, long context, cost optimization
SDK guide · OpenRouter · Intermediate
You want a TypeScript agent loop with automatic tool dispatch, conversation state, streaming, MCP tools, and explicit step or cost stop conditions while retaining access to OpenRouter's multi-provider catalog.
openrouter, agent sdk, typescript, tool use, mcp
Ecosystem report · Hugging Face · Intermediate
You want a current August 14, 2026 ecosystem read on where open-model adoption is actually concentrating, especially around Qwen, small models, and agent-oriented usage.
hugging face, open models, qwen, llama, model ecosystem
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Free course · LangChain · Intermediate
You want to build multi-step agent workflows with state.
agents, langgraph, llm orchestration