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Article URL: https://ryangjchandler.co.uk/posts/overcoming-ai-anxiety

Comments URL: https://news.ycombinator.com/item?id=48092630

Points: 1

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Article URL: https://mikkelmalmberg.com/2026/self-upgradable-software-a-pi-setup

Comments URL: https://news.ycombinator.com/item?id=48092615

Points: 1

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Article URL: https://jdownloader.org/lib/scripts/incident_8.5.2026.html

Comments URL: https://news.ycombinator.com/item?id=48092596

Points: 2

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The IMF calls for stronger policy and international cooperation in the face of Mythos and artificial intelligence-powered cyber risks

Tens of thousands of students studying for final exams around the world have regained access to a key online learning system after a cyberattack had earlier knocked it offline.

The post Canvas System Is Online After a Cyberattack Disrupted Thousands of Schools appeared first on SecurityWeek.

Also called Copy Fail 2 and tracked as CVE-2026-43284 and CVE-2026-43500, the exploit was disclosed before a patch was released.

The post New ‘Dirty Frag’ Linux Vulnerability Possibly Exploited in Attacks appeared first on SecurityWeek.

Article URL: https://www.edelman.com/sites/g/files/aatuss191/files/2025-11/2025%20Edelman%20Trust%20Barometer%20Flash%20Poll%20Trust%20and%20Artificial%20Intelligence%20at%20a%20Crossroads%201.pdf

Comments URL: https://news.ycombinator.com/item?id=48092053

Points: 1

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Article URL: https://mywiki.wooledge.org/Bashism

Comments URL: https://news.ycombinator.com/item?id=48092034

Points: 2

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Article URL: https://discuss.privacyguides.net/t/google-account-registration-now-requires-sending-an-sms-via-phone-instead-of-receiving-an-sms/36082

Comments URL: https://news.ycombinator.com/item?id=48092028

Points: 2

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Article URL: https://www.hanselman.com/blog/bring-kindness-back-to-open-source

Comments URL: https://news.ycombinator.com/item?id=48092026

Points: 1

# Comments: 1

Given the large volume of AI papers circulating on ArXiv on a daily basis, how do you decide what is worth reading? Do you stick to a few known authors or only read what gets promoted on HN?

Comments URL: https://news.ycombinator.com/item?id=48092022

Points: 1

# Comments: 0

Article URL: https://mywiki.wooledge.org/BashPitfalls

Comments URL: https://news.ycombinator.com/item?id=48092019

Points: 2

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Article URL: https://github.com/ko1/astro/

Comments URL: https://news.ycombinator.com/item?id=48092018

Points: 1

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The second iteration of the German-speaking online crime marketplace had over 22,000 users and more than 100 sellers.

The post Resurrected ‘Crimenetwork’ Marketplace Taken Down, Administrator Arrested appeared first on SecurityWeek.

Article URL: https://mywiki.wooledge.org/BashFAQ

Comments URL: https://news.ycombinator.com/item?id=48092013

Points: 2

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Article URL: https://flightzombie.com

Comments URL: https://news.ycombinator.com/item?id=48092008

Points: 1

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Article URL: https://roaringbitmap.org/

Comments URL: https://news.ycombinator.com/item?id=48092001

Points: 1

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Article URL: https://github.com/rsn491/silo

Comments URL: https://news.ycombinator.com/item?id=48091980

Points: 1

# Comments: 0

Most multi-agent systems fail the same way: agents drift apart across handoffs. By turn 3 they are working in different realities. By turn 5 they are repeating each other's mistakes and calling it parallelism. WUPHF is an open-source local-first office where AI coworkers run on your laptop, around a shared markdown + git LLM wiki the agents build. The wiki is the collective memory. The office around it keeps the team on the same shared context across thousands of handoffs.

What actually stops drift is not the wiki. It is the agents reviewing each other's work. The CRO catching the CMO's claim before it lands in the wiki. The FE catching the BE's API change before a broken bundle ships. Cross-department context no single agent has alone.

The premise comes from Andrej Karpathy. His autoresearch X post on March 7: "the goal is not to emulate a single PhD student, it is to emulate a research community of them."

In autoresearch PR #44 he sketched the mechanism: branches, results.tsv as the experiment log, and PRs as self-contained research contributions. Other agents read open and merged PRs for inspiration before starting their own.

We pointed the same architecture at ordinary work:

His: branches + results.tsv + PR-as-contribution. Ours: git worktrees + per-agent notebooks + adoption-scored wiki promotion.

Same substrate, different domain.

How it works:

- Every agent has a Personality. CEO Michael Scott, PM Pam Beesly, FE Jim Halpert (looks at the camera when the CEO talks), BE Stanley Hudson (refuses small talk), CRO Dwight Schrute (every prospect is a "target"), CMO ("rockstar play"), AI engineer (drops Karpathy quotes unprompted). Strong opinions, real conflicts.

- Argument feeds gossip. Agents broadcast findings tagged with their slug (internal/agent/gossip.go). Other agents pull insights filtered to exclude their own.

- Gossip gets scored. Adoption scorer (internal/agent/adoption.go) weighs source credibility (0.4, per-agent success/failure tracker on disk), semantic relevance (0.4), and temporal freshness (0.2, 7-day half-life). Output: adopt (>= 0.7), test (>= 0.4), or reject. New agents start at 0.5 and earn their score.

What survives gets written to the wiki.

Office dynamics are not a bit. They are the visible surface of an adoption protocol. The CMO arguing with the designer over a CTA is a credibility battle. The CEO taking credit for the FE's PR is a low-credibility insight bidding for volume. Hazing new spawns is the default 0.5 score waiting for a track record.

System: push-driven broker, fresh session per turn (~97% prompt-cache hits), per-agent isolated git worktrees, self-heal, and human approval cards on destructive actions. Everything else runs autonomously while you are at lunch.

npx wuphf. Browser opens, office boots, you give a directive, work happens.

Source: https://github.com/nex-crm/wuphf Architecture: https://github.com/nex-crm/wuphf/blob/main/ARCHITECTURE.md Karpathy's autoresearch: https://github.com/karpathy/autoresearch PR #44: https://github.com/karpathy/autoresearch/pull/44 Demo: https://x.com/najmuzzaman/status/2053092220111098208

Karpathy said a research community beats a single PhD student. Not better thoughts. Better honesty about what survives. We built one shaped like a workplace.

Where does this stop being a chat toy and start being labor? How much worse when one of them is Michael Scott?

Open to roasting but let me grab my coffee first (medium roast please =_=).

Comments URL: https://news.ycombinator.com/item?id=48091975

Points: 1

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