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Laptop Isn't Ready for LLMs. That's About to Change

https://spectrum.ieee.org/ai-models-locally
1•oldnetguy•1m ago•0 comments

Nonpareil: High-fidelity HP calculator simulator

https://nonpareil.brouhaha.com/
1•fanf2•4m ago•0 comments

The Quest for the Ultimate GUI Framework

https://scorpiosoftware.net/2023/04/22/the-quest-for-the-ultimate-gui-framework/
1•dave9000•5m ago•0 comments

Penpot Docker Extension

https://hub.docker.com/extensions/ajeetraina777/penpot-docker-extension
1•rainasajeet•6m ago•0 comments

TSMC sues ex-executive suspected of giving trade secrets to Intel

https://focustaiwan.tw/business/202511250025
2•ytch•7m ago•0 comments

Search with Broot – The Good Moves

https://dystroy.org/blog/search-with-broot-the-good-moves/
1•tlar•9m ago•0 comments

WinApps: Run Windows apps as if they were a part of the native Linux OS

https://github.com/winapps-org/winapps
1•klaussilveira•12m ago•0 comments

A decade-long chimp war ended in a baby boom for the victors

https://www.livescience.com/animals/land-mammals/a-decade-long-chimp-war-ended-in-a-baby-boom-for...
1•wjSgoWPm5bWAhXB•14m ago•0 comments

French authorities investigate alleged Holocaust denial posts on Grok AI

https://www.theguardian.com/technology/2025/nov/20/french-authorities-look-into-holocaust-denial-...
1•pseudolus•15m ago•0 comments

A Critical Security Flaws in HashiCorp's Provider

https://securebulletin.com/a-critical-security-flaws-in-hashicorps-provider/
2•doener•16m ago•0 comments

X.org Server 21.1.21 Released to Fix Several Regressions

https://www.phoronix.com/news/X.Org-Server-21.1.21
1•doener•16m ago•0 comments

Artificial Analysis: Claude Opus 4.5 is the #2 most intelligent model

https://artificialanalysis.ai/models/claude-opus-4-5-thinking
1•mustaphah•18m ago•0 comments

Sam Altman's Dirty DRAM Deal

https://www.mooreslawisdead.com/post/sam-altman-s-dirty-dram-deal
2•MrBuddyCasino•22m ago•1 comments

The Design and Implementation of a Virtual Firmware Monitor [pdf]

https://people.inf.ethz.ch/troscoe/pubs/caste_sosp_2025.pdf
1•rayhaanj•23m ago•0 comments

Show HN: Tornago – Cross-platform Tor wrapper in Go (client and server)

https://github.com/nao1215/tornago
1•mimixbox•25m ago•0 comments

A skeptic's guide to whether AI is conscious

https://figsinwintertime.substack.com/p/a-skeptics-guide-to-whether-ai-is
2•lordleft•27m ago•0 comments

Show HN: Jobstocks.ai – Live hiring momentum for 1k public companies

https://jobstocks.ai/
1•TalO•29m ago•0 comments

A.I. Has Changed My Classroom, but Not for the Worse

https://www.nytimes.com/2025/11/25/magazine/ai-higher-education-students-teachers.html
1•cainxinth•31m ago•0 comments

Encoderfile v0.1.0: Deploy Encoder Transformers as Single Binary Executables

https://blog.mozilla.ai/encoderfile-v0-1-0-deploy-encoder-transformers-as-single-binary-executables/
1•theshrike79•31m ago•0 comments

Trillions Spent and Big Software Projects Are Still Failing

https://spectrum.ieee.org/it-management-software-failures
1•pseudolus•32m ago•0 comments

Claude 4 Opus just one-shotted my app idea in 30 seconds

https://www.aithings.dev/
2•rutagandasalim•34m ago•6 comments

Direction-Aware Arrow Shape using corner-shape

https://css-tip.com/arrow/
1•robin_reala•35m ago•0 comments

Show HN: Words that help me think

https://plastithink.com
1•andsko•35m ago•0 comments

Show HN: Chess960v2 – The New Fischer Random Chess (over 400 rounds played)

https://chess960v2.com/en
1•lavren1974•36m ago•0 comments

Nuptial Flight

https://en.wikipedia.org/wiki/Nuptial_flight
1•red369•39m ago•1 comments

Making Crash Bandicoot (2011)

https://all-things-andy-gavin.com/video-games/making-crash/
4•davikr•41m ago•0 comments

Indie game developers have a new sales pitch: being 'AI free'

https://www.theverge.com/entertainment/827650/indie-developers-gen-ai-nexon-arc-raiders
2•doener•42m ago•0 comments

Dangers, Solution of Relying on AI Chatbots for Mental Health, Parasocial

https://hstsethi.vercel.app/posts/lifestyle/dangers-relying-ai-mental-health-parasocial-relations...
2•catstor•46m ago•1 comments

The SPACE of Developer Productivity

https://queue.acm.org/detail.cfm?id=3454124
1•gtirloni•46m ago•0 comments

Does Dioxus Spark Joy?

https://fasterthanli.me/articles/does-dioxus-spark-joy
2•birdculture•47m ago•0 comments
Open in hackernews

Self-upgrading agent mesh with emotions, secure memory, and living bots

https://sherin.tech/
1•rafeez•1h ago

Comments

rafeez•1h ago
Hi HN,

Over the past year I quietly built Sherin — a completely different kind of agent system.

Instead of DAGs, schedulers, or YAML hell, bots talk only through tiny flag files and a shared knowledge_base.json that acts like a living, emotional memory. They feel the system’s “mood”, remember everything securely, and when something goes wrong too many times… they literally spawn new specialist bots to fix it forever.

Key ideas most people call crazy (until they try it): • Bots create other bots at runtime — the mesh evolves itself • Real shared mutable state + emotional layer (yes, actual feelings in the JSON) • Self-upgrade engine that reads audit logs and rewrites the colony • Zero infrastructure — runs anywhere, even locked-down corporate Windows • Coordination = just drop a *.flag file on disk

It’s already running in production: one 6-bot mesh has processed >$12M in finance forecasts and autonomously upgraded itself 12 times in 6 months. Zero manual deploys. Zero human in the loop.

→ https://github.com/rafeez1819/Sherin-

The 30-second demo in the README actually works right now.

I’d love your raw thoughts on: 1. Flag-file + emotional memory coordination — genius or totally insane? 2. Best path to multi-machine/distributed execution? 3. What obvious footguns am I blind to?

Thanks for looking, — Red_Shot_Eyes (rafeez)