Coding agents
How to Use Codex in ChatGPT: A First-Task Guide
Check Codex Cloud eligibility, prepare a project environment, submit a focused coding task, review the changes, and see how a model API differs from Codex.
AI model and infrastructure insights
Insights, page 35 of 95
Video generation
Sora Video Prompts: Examples, Prompt Structure, and Current API Status
Learn how Sora prompts were structured, adapt sample video prompts, and check the current status: OpenAI discontinued the Sora app and API in 2026.
Pricing and plans
Grok Free Tier: Free Chat vs. API Costs
Find out where xAI documents free Grok access, what remains unspecified, and how to estimate production API costs using current listed rates.
Video generation
Sora Prompt Examples: Copyable Ideas and What Works Now
Explore adaptable video-prompt examples and a simple way to refine them. Important: OpenAI discontinued the Sora app and web experience on April 26, 2026, and the Sora API on September 24, 2026.
Image generation
Grok Imagine Model: Capabilities, API Access, Pricing, and How to Choose
See what xAI documents for Grok Imagine’s image and video models, how the production API works, what generation costs, and which model may fit your requirements.
Model APIs
Cline API: Connect a Model, Call the API, or Run the Coding Agent
Understand the difference between connecting a model provider to Cline, calling Cline’s Chat Completions API, and automating its coding agent with the SDK or CLI.
Model APIs
OpenAI Agent Mode: What It Was, What to Use Now, and the API Alternative
Learn what the former ChatGPT Agent Mode did, how ChatGPT Work differs from building with the OpenAI API, and what to check before choosing a path.
Model APIs
GPT-5.3 API: Documented Routes and Integration Patterns
Compare the documented GPT-5.3-Codex and GPT-5.3 Instant routes, follow a Netlify AI Gateway example, and see what remains unconfirmed about current access.
Pricing and plans
Claude Max Plan Price: Monthly Cost and API Budgeting
Claude Max is listed at $100 per month for web subscriptions. Compare it with Pro, see what the $100 monthly API credit covers, and budget separately for production API use.
Image generation
How Many Images Can You Upload to ChatGPT for Free?
We could not confirm a current official numerical allowance. A third-party guide reports 3 file uploads per day on ChatGPT Free, with each image counting as one file.
Coding agents
Claude Code `/clear`: What It Does and Which Action to Use
Learn what `/clear` does in Claude Code, how it differs from `/compact` and Ctrl+L, and what it means for production Claude API conversations.
Model APIs
GPT-5 Token Limit: Context Window, Output Cap, and API Troubleshooting
GPT-5’s API documentation lists a 400,000-token context window, a 272,000-token maximum input, and a 128,000-token maximum output. Learn which limit applies and how to troubleshoot oversized requests.
Coding agents
Gemini CLI API Key: Get, Configure, and Test It
Create a Gemini API key, configure Gemini CLI with GEMINI_API_KEY, switch authentication methods, and distinguish CLI access from direct API integration.
Coding agents
Codex vs Cursor vs Claude Code: Which Should You Choose?
Compare Codex, Cursor, and Claude Code by workflow, access, and listed prices—and see how coding agents differ from production model APIs.
Coding agents
How to Create an MCP Server in Python (With an OpenAI API Tool)
Build and test a local Python MCP server with a tool that calls OpenAI’s Responses API. Includes setup, credentials, a working example, and a clear production boundary.
Pricing and plans
Claude Sonnet 4 Pricing: $3/$15 Rates and API Retirement
Claude Sonnet 4 was retired from Anthropic’s direct API on June 15, 2026. Anthropic’s listed $3 per million input and $15 per million output token rates are historical references, not a price for a model you can newly deploy there.
Model APIs
GPT-5 Search API: How to Use `gpt-5-search-api`
OpenAI’s current API guide lists `gpt-5-search-api` for web search through Chat Completions, not as the documented path for new Responses API integrations. See a minimal Python request and the key integration distinction.
Video generation
Sora Subscription Cost: Current Access and API Status
Sora is no longer available through its web or app experience, and its API has been discontinued. Here’s what that means for subscription costs and production budgets.
Pricing and plans
Gemini Free Limits: App Usage, API Quotas, and Costs
Understand how Gemini app limits differ from Gemini API quotas, what to check for production use, and what Google AI Plus costs in the US.
Model APIs
Gemini 3.1 API: Google-Native Setup, Models, and Production Status
Compare Gemini 3.1 Pro Preview and stable Flash-Lite, then make a first Google-native Gemini API request with Python.
Pricing and plans
How Much Water Does ChatGPT Use? Estimates and What They Mean
See the reported water-use estimates for ChatGPT, why they differ, and what information you need before estimating a production API workload.
Pricing and plans
Grok Free API Key: How to Get One and What Usage Costs
A Grok API key is separate from free API usage. Learn how to create a key, check current token rates, estimate a budget, and review production billing and data-handling conditions.
Coding agents
How to Access Claude Code: Local CLI, Cloud, and API Options
Install and launch Claude Code locally, verify your setup, or choose cloud access. Learn what API-key sign-in does—and what it does not configure for a production API integration.
Coding agents
Hermes Agent vs OpenClaw: Choosing an Agent Runtime for Your Model API
Compare Hermes Agent and OpenClaw by memory, message routing, and custom model API setup—and see what to validate before production.