OpenAI Agents API + NEW Codex Harness = Cloud Coding Agents INSTANTLY
OpenAI silently dropped the Agents API: GPT 6 Astra inside the Codex harness, fully managed, in the cloud, callable from about 15 lines of code. OpenAI handles sessions, orchestration, context compaction and recovery. You bring the tools, the MCPs and the environment. Your agent runs in a sandbox where it can execute code, edit files, connect to MCP servers and produce artifacts. Try Bright Data: https://brdta.com/iss25 Why this matters: it's the same idea as Claude Managed Agents, but with models that are actually priced to run at scale. GPT 5.6 Luna gives you Opus-level building for a fraction of the cost, and Sonnet is roughly 10x more expensive. That means you can put Codex inside your own tool, your own SaaS, your own Lovable-style builder, and sell it. In this video: • What the Agents API actually is (Codex harness as a managed service) • The single API call that creates a production-ready cloud agent • Adding MCPs like Bright Data so your agent can scrape and fetch the web properly • OpenAI-hosted sandboxes vs your own infra (Cloudflare, Vercel, Modal, E2B and more) • Why Claude Managed Agents can't compete on price • How to turn this into a product you can sell Bright Data: get $25 free with my link and discount code in the pinned comment. Agents API docs: https://developers.openai.com/api/docs/guides/agents-api/overview Announcement: https://openai.com/index/introducing-the-agents-api/ Work with us (websites, SaaS, CRMs, SEO): https://incomestreamsurfer.com #OpenAI #AgentsAPI #Codex #AIAgents #ClaudeCode ## Chapters 0:00 OpenAI silently dropped the Agents API 0:19 What it does: managed Codex harness, sandboxes, MCP 0:36 Pricing: billed at the model's API rates 0:44 Prediction: GPT-6 Luna inside Codex is the real unlock 1:34 Codex built a whole game on /goal for 1h10m 1:50 Imagine that power inside YOUR tool 2:05 Adding Bright Data MCP for real web scraping ($25 free) 2:40 The whole thing is ~15 lines of code 3:06 A working coding agent in 5 seconds 3:22 Build your own Lovable, Replit or Base44 and sell it 3:38 Copy OpenAI's example agents and tweak them 3:54 Why Claude Managed Agents are too expensive 4:28 GPT 5.6 Luna: cheap intelligence in a great harness 4:44 Bright Data recap 5:27 Codex in the cloud, for you and your customers 5:45 Sonnet is 10x the price of Luna 6:09 Outro ## Tags gpt 6 astra, gpt-6-astra, gpt 6 astra api, gpt 6 astra codex, openai agents api, agents api, codex agents api, codex harness, codex in the cloud, openai codex, managed codex, cloud coding agent, build ai agents, ai agent api, claude managed agents, claude managed agents vs openai, gpt 5.6 luna, gpt 6, openai sandbox, mcp server, bright data mcp, bright data, ai coding agent, sell ai agents, build your own lovable, codex api, openai api, income stream surfers
