Author: Jose S

Use dense vectors for semantic match, sparse for exact terms, and hybrid fusion when both matter. Consider Matryoshka dims to cut storage. Test on your queries.

Use automation platforms when many SaaS apps must exchange events reliably. Prefer webhooks over polling. Skip them when a single script or native integration is enough.

Microsoft Decision-1 picks an answer from a list you give it and says how sure it is, at the same price as TypeSafe’s Jev. Here is what it…

Define tool schemas, intercept calls for human approval, and isolate execution. Host subprocesses need allowlists; containers need clear mounts. Defense in depth beats hope.

Separate chat, assistants, and agents by who holds the loop and which tools can run. Match the tier to risk, repeatability, and how much autonomy you actually want.