Agent-safe pipeline with secret masking
When agents handle user data, mask before any logging or storage - secrets should never reach an LLM or a kv store unredacted. Full guard pipeline - ...
Tok
Batch LLM with rate limiting
Prevents failure at job 847 of 10,000 - throttle paces the pipeline, tok gates each doc before the API call wastes a request. Process a large ...
Fetch and summarise a page
Catches oversized pages before the API call - no wasted request on a doc that won't fit in context. Grab a URL, check token count, then summarise ...
Token-checked LLM call
Prevents silent truncation - the model never sees a prompt it can only half-fit. Count tokens before sending to an LLM - abort if too large.