Start with the product boundary.
BrokenGPT is a complete AI chat and developer API built in India. It exposes one stable public identity while requests are privately routed across a mixture of open-source models. The help center explains what that means without guessing at private backend checkpoint or provider identities.
Lower-refusal means the BrokenGPT gateway does not add a keyword blocklist or platform-authored refusal responder. It does not mean every output is correct, safe to execute, current, or complete. Verify important answers and apply your own permissions, validation, and human review wherever the consequences justify them.
Diagnose integrations from request to response.
Begin with one server-side, non-streamed request. Once authentication and parsing work, add streaming, tools, structured output, budgets, cancellation, and bounded retries one layer at a time. Preserve request IDs for support without logging credentials or unnecessary prompt content.
Separate billing controls from data controls.
Token allowances, prepaid credit, key-level limits, and workspace budgets determine whether a request can spend. Conversation storage, direct API processing, usage records, enabled tools, backups, and deletion workflows determine how data moves through the service. Review both sets of controls before production use.