akasecurity/ai-tc
10 stars · Last commit 2026-08-02
Guardrails for the agent harness. Regulated data stays on your machine, and every prompt and tool call is scanned before it runs.
README preview
<p align="center"><img src="assets/banner.svg" alt="AI Traffic Control (ai-tc): intercept, inspect, and govern AI prompts and responses. Open source, Claude Code plugin, local-first." width="100%"></p> # AI Traffic Control **AKA Security — We secure agent harnesses at the source.** AI Traffic Control (`ai-tc`) is an open-source control plane for coding agents. It watches an agent session's traffic (prompts, tool calls, responses, file reads), scans each event against your rule packs, and decides what happens next: monitor, warn, redact, block, or a manual exception. Secrets and regulated data like PCI, PHI, and PII are caught locally: live detection and enforcement never send them to a model or a third party. The one exception is the opt-in `/aka:setup` calibration, which does send what its history scan finds to the model API to be rated.[^egress]    [](https://akasecurity.io) ## How it works Every event in a session runs through one control point before it takes effect: ``` prompt · tool call · response · file read → ai-tc policy engine → monitor · warn · redact · block · exception ```