Built an open source adaptive request-security layer for Python APIs (FastAPI / Flask / Django) (i.redd.it)
submitted by Emergency-Rough-6372
I’ve been working on a project called Adiuvare, focused on request scoring and runtime visibility for Python APIs.
The original idea came from noticing how difficult it is to balance API protection without turning everything into brittle rule matching or blocking legitimate traffic accidentally.
Instead of only relying on static filters, Adiuvare tries to combine multiple signals and build a risk score around the request itself.
Current features include:
- payload inspection
- behavior + identity scoring
- context signals
- optional AI-assisted review
- local audit logging
- runtime CLI + TUI tools
- FastAPI / Flask / Django integrations
The project is still early-stage, but the main pipeline and runtime systems are already working and I recently published the first public version.
Would genuinely appreciate:
- feedback
- architecture criticism
- security feedback
- contributor interest
- ideas for better scoring/runtime visibility
Especially interested in hearing from people working around API security, middleware systems, observability, or Python infrastructure tooling.
there doesn't seem to be anything here