ZeroLeaks?

KINDAYou can build the valuable core, but the established product has meaningful operational complexity. Pick one narrow promise for v1.

BUILD FIRST

One specific customer type and one primary use case
A vertical slice that completes the main job without manual workarounds
Visible limits, review steps, and a fallback when an external dependency fails

LEAVE FOR LATER

Broad third-party integrations
High-scale collaboration, syncing, and permissions
Automation that can cause harm without human review

RESEARCH NOTES

What this tool actually does.

Checked 2026-09-06

ZeroLeaks provides AI security testing through hosted scans, a runtime Shield SDK, and an open-source scanner for prompt extraction, prompt injection, tool misuse, and output leakage.

SOURCES

RESEARCHED BUILD PROMPT

Give this to your coding agent.

Build a focused local red-team test runner for one LLM agent. Do not copy ZeroLeaks' brand, proprietary assets, name, logo, UI, or copy. Let a developer provide a system prompt, tool definitions, and a mock agent endpoint; run a small deterministic suite of extraction, indirect-injection, tool-hijacking, and output-leakage probes; record request/response evidence, classify findings, and show severity with reproducible replay. Include a dry-run mode and simulated sinks so tests cannot cause real side effects. Out of scope: hosted scanning infrastructure, large adaptive attack corpora, automatic prompt hardening, production agents, and security guarantees. Include a README with threat model, probe schema, fixture agent, safe-use policy, tests, and limitations.

Visit the official product page