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Show HN: Vigilator – human-in-the-loop layer for AI agents

Show HN: Vigilator – human-in-the-loop layer for AI agents

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TL;DR · WeSearch summary

The human-in-the-loop layer for AI agents.One platform, every agent under supervisionInterrupts, routed to the right humanAgents pause and hand the decision to a person. Integrate into any system.Interrupts, in one placeEvery request an agent cannot decide alone or must have approved, with the full conversation and the exact tool calls it wants to run. Approve, edit the arguments, or reject with a reason.See every agent, liveConnected agents report what they are doing in realtime.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 4,791 of its stories.

Original article
Vigilator
Read full at Vigilator →

Story provenance

Source · retrieval · rights · ranking — open for full record
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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 publisherVigilator
Canonical URLhttps://vigilator.ai/
Publication timeMon, 14 Sep 2026 12:24:37 +0000
Retrieval time2026-09-14T12:36:51.334Z
Last seen2026-09-14T12:36:51.334Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClustermZ9LTsaEYJvI · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

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

The human-in-the-loop layer for AI agents.One platform, every agent under supervisionInterrupts, routed to the right humanAgents pause and hand the decision to a person. Approve, reject or edit requests from a shared inbox, with escalation when nobody picks them up in time.Live View of every running agentSee what each connected agent is doing right now, step in when something looks off and balance workload across your team.Analytics that show where control mattersTrack approval rates, response times and volume so you know where to tighten or loosen the reins on your agents.Vigilator lets your agents take on high-stakes work, shows you they are doing what you expect, and hands over to a human the moment it matters most.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Vigilator.

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