API guide · OpenAI · Intermediate to advanced
You are building a GPT-6 Astra workflow where users need to add requirements or redirect a running response over the Responses API without waiting for the current turn to finish.
openai, gpt-6 astra, responses api, mid-turn steering, websocket
Model guide · OpenAI · Intermediate to advanced
You are evaluating or migrating to GPT-6 Astra and need implementation guidance for async tool calls, mid-turn steering, reasoning updates, Responses API tool use, unsupported parameters, and prompt changes.
openai, gpt-6 astra, responses api, async tool calling, mid-turn steering
Migration guide · OpenAI · Intermediate
You are starting a new OpenAI integration or upgrading an older chat-completions flow and want the current API surface with built-in agent primitives.
openai, responses api, migration, agents, tool use
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
Migration guide · OpenAI · Intermediate
You still have Assistants API code or course material and need the exact OpenAI migration path before the Assistants API shutdown on August 26, 2026.
openai, assistants api, responses api, migration, agents
Guide · OpenAI · Intermediate to advanced
You want the newest OpenAI guidance for prompting Codex-style coding workflows, especially when using newer Codex models with preambles and execution phases.
codex, prompting, coding agents, responses api, agentic software engineering
Guide · DeepSeek · Intermediate
You want the current DeepSeek path for Responses-style orchestration and need to know that support currently centers on `deepseek-v4-flash` before planning a migration.
deepseek, responses api, openai compatible, agents, tool use
Integration guide · DeepSeek · Intermediate
You want DeepSeek's practical Codex setup guide, including shared `~/.codex/config.toml` configuration across the Codex CLI, desktop app, and VS Code extension.
deepseek, codex, coding agents, responses api, openai compatible
Release notes · DeepSeek · Intermediate
You want the Friday, August 21, 2026 DeepSeek launch note for the new multimodal V4 Flash variant, including image support, Files API reuse, and agent-workflow implications.
deepseek, multimodal, vision, agents, responses api
Guide · DeepSeek · Intermediate
You need the operational guide for image inputs, token usage, supported formats, and multimodal prompting after the August 21, 2026 launch of `deepseek-v4-flash-vision-exp`.
deepseek, vision, multimodal, agents, ocr
Server-tool guide · OpenRouter · Intermediate to advanced
You want the lower-level official reference for invoking multi-model deliberation as a tool inside your own agent, especially now that OpenRouter documents the Responses API as the faster path for Fusion.
openrouter, fusion, server tools, multi-model deliberation, responses api
Release notes · OpenRouter · Intermediate
You want the machine-generated OpenRouter release stream for API and routing changes such as the August 19, 2026 availability error schema update and recent Responses or server-tool changes.
openrouter, release notes, responses api, server tools, routing