Coding agents
Connect a coding-oriented model to your IDE or CLI to explore codebases, propose fixes, and draft tests. Look for compatibility with the tool you use.
WORKFLOWS / IDEASBuild more.
Build more.
Explore smarter.
Which model family fits your workload? API integrations differ by provider, but these practical examples help narrow the choices.
Long-document workflows
Summarize documents, review lengthy text, and build document pipelines. Check context limits and supported formats.
Customer support
Route and summarize incoming tickets. Use quality checks and limit what sensitive customer information is shared with outside providers.
Search and research
Experiment with extraction, topic clustering and question answering using source-grounded prompts.
Automation
Connect LLMs to validated business workflows via tool/function calls where your selected provider supports them.
Budget experiments
Compare model families and see how input/output tokens, context sizes and caching can affect usage.
These examples describe typical AI API use cases, not promised features of every private-provider activation code.