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ShowHADS – A convention for writing technical docs that AI reads efficiently
Article URL: https://github.com/catcam/hads
Comments URL: https://news.ycombinator.com/item?id=47351662
Points: 1
# Comments: 1
Why a Peruvian mountain is becoming an 'impossible' particle detector
Article URL: https://www.newscientist.com/article/2517730-why-a-peruvian-mountain-is-becoming-an-impossible-particle-detector/
Comments URL: https://news.ycombinator.com/item?id=47351656
Points: 2
# Comments: 0
Show HN: We open sourced Vapi – UI included
We kept hitting the same wall building voice AI systems. Pipecat and LiveKit are great projects, genuinely. But getting it to production took us weeks of plumbing - wiring things together, handling barge-ins, setting up telephony, Knowledge base, tool calls, handling barge in etc. And every time we needed to tweak agent behavior, you were back in the code and redeploying. We just wanted to change a prompt and test it in 30 seconds. Thats why Vapi retell etc exist.
So we wrote the entire code and open sourced it as a Visual drag-and-drop for voice agents ( same as vapi or n8n for voice). Built on a Pipecat fork and BSD-2, no strings attached. Tool calls, knowledge base, variable extraction, voicemail detection, call transfer to humans, multilingual support, post-call QA, background noise suppression, and a website widget are all included. You're not paying per-minute fees to a middleman wrapping the same APIs you'd call directly.
You can set it up with a simple docker command. It comes pre-wired with Deepgram, Cartesia, OpenAI , Speechmatics Sarvam for STT, same for TTS, and OpenAI, Gemini, groq, Openrouter, Azure on the LLM side. Telephony works out of the box with Twilio, Vonage , CLoudonix and Asterisk for both inbound and outbound.
There's a hosted version at app.dograh.com if self-hosting isn't your thing.
Repo: github.com/dograh-hq/dograh Video walkthrough: https://youtu.be/sxiSp4JXqws
We built this out of frustration, not a thesis. The tool is free to use and fully open source (and will always remain so), happy to answer questions about the data or how we built it.
Comments URL: https://news.ycombinator.com/item?id=47351652
Points: 2
# Comments: 1
Measuring the Machines That Kill
Article URL: https://benvanroo.substack.com/p/measuring-the-machines-that-kill
Comments URL: https://news.ycombinator.com/item?id=47351638
Points: 1
# Comments: 0
Pokemon Go Had Players Capturing More Than They Realized
Article URL: https://hackaday.com/2026/03/12/pokemon-go-had-players-capturing-more-than-they-realized/
Comments URL: https://news.ycombinator.com/item?id=47351636
Points: 1
# Comments: 0
Show HN: Stop over-budget AI API calls per customer/feature (no proxy)
Article URL: https://margindash.com/
Comments URL: https://news.ycombinator.com/item?id=47351609
Points: 1
# Comments: 1
Oracle prepares for 30K job cuts as it hails efficiencies from AI coding tools
Article URL: https://www.ft.com/content/ce1c8fd9-5aae-4026-a883-aeba00b6e9e0
Comments URL: https://news.ycombinator.com/item?id=47351591
Points: 3
# Comments: 0
Show HN: Switchboard – A desktop app for managing Claude Code sessions
Article URL: https://github.com/doctly/switchboard
Comments URL: https://news.ycombinator.com/item?id=47351580
Points: 2
# Comments: 1
The Anatomy of an Agent Harness
Article URL: https://blog.langchain.com/the-anatomy-of-an-agent-harness/
Comments URL: https://news.ycombinator.com/item?id=47351567
Points: 2
# Comments: 1
Google Completes Acquisition of Wiz
Article URL: https://cloud.google.com/blog/products/identity-security/google-completes-acquisition-of-wiz
Comments URL: https://news.ycombinator.com/item?id=47351563
Points: 1
# Comments: 0
Using a Vodafone Mobile Broadband 4G USB Dongle on Linux
Article URL: https://nickcharlton.net/posts/vodafone-mobile-broadband-zte-k5161z-lte-dongle-linux.html
Comments URL: https://news.ycombinator.com/item?id=47351554
Points: 2
# Comments: 0
Supabase Engineer (Automation System)
Article URL: https://docs.google.com/document/d/1BAw0oUXs4G1-j8TNFx-rWZmXhlAkmx5doI1UuP7TXvs/edit?usp=sharing
Comments URL: https://news.ycombinator.com/item?id=47351535
Points: 1
# Comments: 1
China passes new ethnic minority law, prioritises use of Mandarin language
Helium prices soar as Qatar LNG halt exposes fragile supply chain
Article URL: https://www.reuters.com/business/energy/helium-prices-soar-qatar-lng-halt-exposes-fragile-supply-chain-2026-03-12/
Comments URL: https://news.ycombinator.com/item?id=47351517
Points: 2
# Comments: 0
Apple Updates Legacy iOS Versions to Patch Coruna Exploits
The company has released iOS and iPadOS versions 16.7.15 and 15.8.7 to patch the vulnerabilities.
The post Apple Updates Legacy iOS Versions to Patch Coruna Exploits appeared first on SecurityWeek.
Customers of Halifax, Bank of Scotland and Lloyds Bank experienced a glitch this morning, where details of other customers’ transactions were displayed in their online banking apps
Declarative system management for any Linux machine using Nix
Article URL: https://system-manager.net/main/tutorials/getting-started/
Comments URL: https://news.ycombinator.com/item?id=47350727
Points: 1
# Comments: 0
AI agent are becoming a workforce. Enterprises still don't have an OS
If AI Agents Become a Workforce, What Is the Enterprise OS?
Something interesting is starting to happen inside companies.
AI agents are no longer just answering questions.
They analyze data, trigger workflows, call APIs, coordinate tools, and sometimes even initiate actions across systems.
In other words, they are beginning to behave like a new type of workforce.
But enterprises are still managing them with tools designed for a different world.
Traditional enterprise software assumes a simple model:
humans decide software executes
AI agents blur that boundary.
They can initiate work, coordinate systems, and operate across multiple platforms. At scale, the enterprise starts to resemble a distributed computing environment.
And distributed systems usually need an operating system.
But organizations don’t really have one.
They have applications, automation tools, AI frameworks, and dashboards — but no true system layer coordinating governance, decisions, execution, and learning across the whole organization.
So this raises an interesting question.
If AI agents continue expanding as part of the operational workforce, what is the *operating system of the enterprise?*
One possible way to think about it is a new category:
*Enterprise Evolution Operating System (EEOS)*
A system layer that coordinates:
governance decision execution evolution
So the organization itself becomes a continuously improving system.
We’re exploring this idea through an open architecture project:
https://github.com/Saafree-Inc/saafree-docs
Curious how others think about this.
If AI agents become part of the workforce, what would the operating system of the enterprise actually look like?
Comments URL: https://news.ycombinator.com/item?id=47350724
Points: 1
# Comments: 0
A Call for Reporting Tips Rankles Pentagon Officials
Article URL: https://www.nytimes.com/2026/03/12/business/media/a-call-for-reporting-tips-rankles-pentagon-officials.html
Comments URL: https://news.ycombinator.com/item?id=47350721
Points: 1
# Comments: 1
