» Tag
information-flow-control
1 postsAPPA Framework Cuts Prompt Injection Leaks in LLM Agents Near Zero
APPA is a new IFC framework that slashes prompt injection attack success in LLM agents to 0-7% while preserving most task utility.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com