An HTTP proxy that governs AI agent actions before execution
Every action your AI takes must have a reason to move forward. Hallucinated a reason to delete that data file? Decided you just have to have a new Mac Mini?
- ▪Every action your AI takes must have a reason to move forward.
- ▪Hallucinated a reason to delete that data file?
- ▪Decided you just have to have a new Mac Mini?
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,306 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 | Atested |
| Canonical URL | https://atested.com/ |
| Publication time | Sat, 25 Jul 2026 12:09:15 +0000 |
| Retrieval time | 2026-07-25T12:12:10.669Z |
| Last seen | 2026-07-25T12:12:10.669Z |
| 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 | 2GfTzA6Ksaa_ |
| 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
What is your agent really doing? Atested opens the black box. Every action your AI takes must have a reason to move forward. Every ALLOW and every DENY is recorded. Hallucinated a reason to delete that data file? Decided you just have to have a new Mac Mini? Not on Atested's watch. Have an edge case that genuinely needs to run? You approve it, once and done. Running OpenClaw, Claude Code, or any AI agent? Point it through Atested. Every model-proposed action is classified and recorded before it reaches your system. Install from GitHub How it works Transparent See everything Every action your AI agent proposes is visible before it executes. Every decision is recorded with the evidence that drove it. Nothing happens in the dark.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Atested.
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