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Show HN: I visualized how AI agent systems accidentally become org charts

https://jointherevolution.today/emergence
2•bhaviav100•1h ago
Most companies deploying AI agents are accidentally building organizations.

You start with one agent. It gets overwhelmed. You add more. They start routing to each other based on what works. Repeated behavior hardens into structure. Someone introduces an orchestrator to bring order. Some agents never get the memo. Some lose context when they get replaced. The orchestrator doesn't know what it doesn't know.

This is what is happening in most engineering organizations right now

So, I built an interactive visualization that walks through how this happens in six acts, from a single agent to a full emergent org chart. The visual starts center-out and transitions to a top-down hierarchy as structure forms. Failing agents flicker. Connections break. The orchestrator arrives and things look better than they are.

The point of the piece is that the org chart your engineers could draw and the org chart that is actually operating are not the same document. Teams have the tooling to observe individual agents. Nobody has the layer that tells you what the system as a whole has decided, committed to, and authorized.

Built with canvas, IntersectionObserver-driven scroll, and a layout interpolation between radial and tree positioning that transitions across acts.

Has anyone here has hit the governance wall with agent systems in production and what it actually looked like when things went wrong.

https://jointherevolution.today/emergence

DuckDB Meets Data Lakes [video]

https://www.youtube.com/watch?v=AAv19oxJzdU
1•tosh•1m ago•0 comments

The Shelf Life of Intelligence

https://jigarkdoshi.bearblog.dev/the-shelf-life-of-intelligence/
1•j_juggernaut•4m ago•1 comments

Show HN: macpak (Homebrew Wrapper for macOS)

https://github.com/kavindujayarathne/macpak
2•atkavindu•9m ago•1 comments

Protesters cleared of damaging US plane at Shannon (2006)

https://www.irishtimes.com/news/protesters-cleared-of-damaging-us-plane-at-shannon-1.791686
1•yread•11m ago•0 comments

A bet on whether ML-KEM-768 or X25519 will break first

https://github.com/FiloSottile/ecc-vs-lattices-long-bet
1•birdculture•15m ago•0 comments

Backblaze's Original Storage Pod Inducted into Computer History Museum

https://www.backblaze.com/blog/backblaze-part-of-computer-history/
3•Lwrless•22m ago•0 comments

Pope Leo XIV denounces the 'delusion of omnipotence' he says fuels the Iran war

https://www.politico.com/news/2026/04/11/pope-leo-xiv-denounces-the-delusion-of-omnipotence-he-sa...
3•achierius•25m ago•0 comments

Show HN: macOS ncdu alternative with Finder reveal and live incremental scanning

https://github.com/uAIex/rdu
2•harr01•31m ago•0 comments

CUDA Programming for Nvidia H100s

https://www.freecodecamp.org/news/cuda-programming-for-nvidia-h100s/
1•eigenBasis•36m ago•0 comments

MacBook Neo vs. MacBook Air: Which One Should You Buy?

https://www.wired.com/story/macbook-neo-vs-macbook-air/
1•joozio•37m ago•0 comments

Show HN: Uptime monitoring is table stakes

https://exit1.dev/
2•m_prads•37m ago•0 comments

Apache 2.4, ETag values, and (HTTP) response compression

https://utcc.utoronto.ca/~cks/space/blog/web/Apache24EtagAndSuffixes
2•DamonHD•40m ago•0 comments

Cold Diffusion from Scratch

https://github.com/aldipiroli/cold_diffusion_from_scratch
1•tgnk2341•42m ago•0 comments

Warranty Void If Broken? How to Keep Your Rights After Self-Repair

https://holdmybill.com/blog/warranty-void-if-broken-seal-your-rights-self-repair
2•niksmac•42m ago•0 comments

Ask HN: Do you trust AI agents with API keys / private keys?

3•devendra116•42m ago•1 comments

All Your Memory in a Grid

https://my-grid-week.netlify.app/
2•sherlockj•43m ago•0 comments

Frozen 14B model on $800 Mac Mini improves itself autonomously, no cloud

https://zenodo.org/records/19530926
2•farahcjaber•44m ago•0 comments

The AI Layoff Trap

https://arxiv.org/abs/2603.20617
2•the-mitr•45m ago•0 comments

Why the Grand Paris Express Is Europes Biggest Infrastructure Project [video]

https://www.youtube.com/watch?v=c_iuctRkmp0
2•ciconia•50m ago•0 comments

I tested 10k VPNs – 67% leak your data

https://medium.com/@examineip/i-built-a-free-vpn-leak-test-tool-heres-what-10-000-tests-revealed-...
2•examineip•56m ago•0 comments

Frugal AI for Education

https://www.col.org/frugal/
2•the-mitr•1h ago•0 comments

FIXAPL

https://fixapl.netlify.app/
1•tosh•1h ago•0 comments

Put Down Your Phone and Embrace Bookish Snobbery

https://thatvastvariety.substack.com/p/my-notes-on-amusing-ourselves-to
2•barry-cotter•1h ago•0 comments

Native Raspberry Pi Version of the Oberon System 3

https://github.com/rochus-keller/OberonSystem3Native/releases/tag/2026-04-10
2•xkriva11•1h ago•0 comments

Show HN: Snorb.lol

https://snorb.lol
1•numtel•1h ago•1 comments

A brief history of C/C++ programming languages

https://lemire.me/blog/2026/04/09/a-brief-history-of-c-c-programming-languages/
1•signa11•1h ago•0 comments

Code Mode: Let Your AI Write Programs, Not Just Call Tools

https://tanstack.com/blog/tanstack-ai-code-mode
2•nilsbunger•1h ago•0 comments

Science Communication and the Hype Machine

https://cognitivewonderland.substack.com/p/science-communication-and-the-hype
1•paulpauper•1h ago•0 comments

CDC director delays report showing Covid vaccine benefits

https://www.theguardian.com/us-news/2026/apr/10/cdc-chief-covid-vaccine
8•iamflimflam1•1h ago•0 comments

Silicon Valley is quietly running on Chinese open source models

https://old.reddit.com/r/Futurology/comments/1siea6z/silicon_valley_is_quietly_running_on_chinese...
4•nreece•1h ago•2 comments