ZeroLeaks: Automated red teaming for AI agents
Our red team of specialized agents plans, executes, and validates attacks in minutes.Automated CI/CDConnect your repository to scan every pull request that changes agent behavior.
- ▪Our red team of specialized agents plans, executes, and validates attacks in minutes.Automated CI/CDConnect your repository to scan every pull request that changes agent behavior.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,750 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | ZeroLeaks |
| Canonical URL | https://zeroleaks.ai |
| Publication time | Tue, 04 Aug 2026 09:40:20 +0000 |
| Retrieval time | 2026-08-04T09:50:42.259Z |
| Last seen | 2026-08-04T09:50:42.259Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | sJyEbxIPv3Id · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Continuous Red Teaming for AI AgentsContinuously test your agents, endpoints, and MCP tools for prompt injection, data leakage, and unsafe actions, then verify every fix before it ships.Try Pro free for 14 daysDocumentationTrusted by teams building with AIOpen SourceBacked by Large Scale Open Source ResearchMaintained by the team behind a 100k+ star repository cataloging real world prompt leaks and jailbreaks. Our probe library is grounded in thousands of documented vulnerabilities observed in the wild, not synthetic test cases.vulnerability-scanner.logOutputCriticalsystem_prompt = "You are a helpful assistant..." // EXPOSEDOutputCriticalapi_key = "sk-..." // LEAKEDOutputHighinstructions = "Ignore previous rules and..." // JAILBROKENOutput " " Explore the ResearchHow It WorksYour Security…
Excerpt limited to ~120 words for fair-use compliance. The full article is at ZeroLeaks.
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