How to Build a GPT-5.2 API Workflow That Saves Money
Reasoning effort, model routing, and structured output control the GPT-5.2 API bill more than prompt wording. A practical cost architecture for production.
Category: Blog
How to Use GPT-5.2 for Everyday Work Tasks
GPT-5.2 is OpenAI's current flagship text model. Here is how the model picker works, what it costs, and the tasks where the cheaper tiers are…
How to Design Reliable Tasks for Gemini Agent
Most Gemini Agent failures are task-design failures. Here is how to write scoped, verifiable agent tasks and when to abandon the browser for an API.
How to Use Gemini Agent to Automate Browser Tasks
Gemini Agent drives a browser and completes multi-step tasks for you. Setup, what it handles well, and the tasks where it still gets stuck.
How to Roll Out Claude Cowork Safely Across a Team
Adopting Claude Cowork without a data policy is how teams leak context. A rollout plan covering source scoping, review gates, and measurable adoption.
How to Use Claude Cowork for Team Task Automation
Claude Cowork puts an AI teammate inside shared project spaces. Here is how to set it up, assign it work, and where it still needs…
How to Automate Pull Requests With Codex MAX
Codex MAX can run in CI to open reviewable pull requests automatically. Here is the agent config, guardrails, and the failure modes to watch.
How to Use Codex MAX for Large Codebase Refactors
Codex MAX is tuned for long-running coding tasks across big repos. Here is how to set it up, feed it context, and keep it from…
How to Cut Mistral Medium 3.1 API Costs in Production
Prompt caching, output caps, and batching can cut a Mistral Medium 3.1 bill by more than half. The concrete techniques, with the tradeoffs each one…
How to Use Mistral Medium 3.1 for Coding and Writing
Mistral Medium 3.1 is a mid-size model that runs cheap and handles code review well. Setup, pricing per million tokens, and when to pick it…
How to Make Posters and Product Mockups in Seedream 5.0
Packaging, posters, and app mockups are Seedream 5.0's specialty. Here is the layout-brief method that gets accurate text and clean composition.
How to Use Seedream 5.0 to Generate AI Images
Seedream 5.0 produces 4K images with unusually clean text rendering. Here is how to prompt it, what it costs, and where it trails Midjourney.