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Show HN: Limitless – AI OSINT search and interactive intelligence sandboxes

Stratir· ·1 min read · 0 reactions · 0 comments · 30 views
Show HN: Limitless – AI OSINT search and interactive intelligence sandboxes
TL;DR · WeSearch summary

ArenaBuild offers a platform for hosting Capture The Flag (CTF) competitions entirely online. Users can launch a CTF event in minutes and host up to 1,000 participants for a week. The platform also provides various training courses in open source intelligence (OSINT).

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 3,279 of its stories.

Original article
Limitless OSINT · Stratir
Read full at Limitless OSINT →

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 publisherLimitless OSINT
Canonical URLhttps://limitless-osint.com/
Publication timeTue, 19 May 2026 21:00:38 +0000
Retrieval time2026-05-19T21:14:58.177Z
Last seen2026-05-19T21:14:58.177Z
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.
Cluster_CrarNeEtXOn
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 ArenaBuild, host, and run Capture The Flag (CTF) competitions entirely in your browser.SprintLaunch a CTF in minutes. Compete for up to 7 days.$29Up to 7 days of active hostingUp to 1,000 participantsBrowser-based challenge builderReal-time scoring & leaderboardOSINT challenge templatesPost-event analytics reportSign Up to Get SprintMost PopularCampaignRun a full-scale operation. 30 days of live hosting.$79Up to 30 days of active hostingUp to 5,000 participantsEverything in SprintCustom branding & event pageAdvanced analytics & exportsPriority support channelSign Up to Get CampaignAll-Source Intelligence TrainingStandalone courses across the full spectrum of intelligence tradecraftFreeIntro to OSINTLearn and practice the tradecraft of open source intelligenceAccess Free CourseMost…

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

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