frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Bonsai 27B: A 27B-Class model that runs on a phone

https://prismml.com/news/bonsai-27b
331•xenova•5h ago•116 comments

Dependabot version updates introduce default package cooldown

https://github.blog/changelog/2026-07-14-dependabot-version-updates-introduce-default-package-coo...
43•woodruffw•1h ago•23 comments

Financing the AI boom: from cash flows to debt [pdf]

https://www.bis.org/publ/bisbull120.pdf
22•1vuio0pswjnm7•57m ago•2 comments

The Tower Keeps Rising

https://lucumr.pocoo.org/2026/7/13/the-tower-keeps-rising/
291•cdrnsf•5h ago•143 comments

Cursor 0day: When Full Disclosure Becomes the Only Protection Left

https://mindgard.ai/blog/cursor-0day-when-full-disclosure-becomes-the-only-protection-left
180•Synthetic7346•4h ago•73 comments

How I use HTMX with Go

https://www.alexedwards.net/blog/how-i-use-htmx-with-go
54•gnabgib•3h ago•10 comments

Your 'app' could have been a webpage (so I fixed it for you)

https://danq.me/2026/07/09/your-app-could-have-been-a-webpage/
665•MrVandemar•3d ago•416 comments

The largest available Minecraft world, totalling 15 TB

https://2b2t.place/1million
130•_____k•3d ago•37 comments

The Estranged Worlds of J. G. Ballard

https://lareviewofbooks.org/article/jg-ballard-illuminated-man-christopher-priest-nina-allan/
19•Caiero•1d ago•3 comments

Guardian Angels: LLM Personalization for Productivity and Security

https://gwern.net/guardian-angel
46•andsoitis•10h ago•3 comments

How to stop Claude from saying load-bearing

https://jola.dev/posts/how-to-stop-claude-from-saying-load-bearing
395•shintoist•11h ago•452 comments

Microsoft Deletes User's 25-Year-Old Account with Thousands Spent on Games

https://xcancel.com/JoshuaKhane/status/2076918699248803977
56•HelloUsername•1h ago•17 comments

The Second Life of Sanskrit

https://openthemagazine.com/india/the-second-life-of-sanskrit
40•bookofjoe•3d ago•24 comments

I'm a USB-C Maximalist

https://shkspr.mobi/blog/2026/07/im-a-usb-c-maximalist/
119•speckx•7h ago•211 comments

The zero-cost fallacy: open-source software in the agentic era

https://www.thoughtworks.com/insights/blog/open-source/zero-cost-fallacy-open-source-agentic-era
88•backlit4034•4d ago•67 comments

Are we offloading too much of our thinking to AI?

https://www.artfish.ai/p/offloading-thinking-to-ai
343•yenniejun111•7h ago•334 comments

Launch HN: Agnost AI (YC S26) – Extract user feedback from agent conversations

https://agnost.ai
37•laalshaitaan•6h ago•22 comments

Kontigo (YC S24) Is Hiring (Head of Security)

https://www.ycombinator.com/companies/kontigo/jobs/uNttrlv-head-of-security
1•jecastillof•5h ago

Show HN: Opening lines of famous literary works

https://www.verbaprima.com/
134•plicerin•7h ago•78 comments

Accretive Editing

https://justindfuller.com/programming/accretive-editing
12•iamjfu•4d ago•4 comments

Banter

https://homosabiens.substack.com/p/banter
7•surprisetalk•4d ago•0 comments

Measuring Input Latency on Linux: X11 vs. Wayland, VRR, and DXVK

https://marco-nett.de/blog/measuring-input-latency-on-linux-x11-vs-wayland-vrr-dxvk/
331•hoechst•6h ago•206 comments

Show HN: Juggler – an open-source GUI coding agent, by the creator of JUCE

https://github.com/juggler-ai/juggler
153•julesrms•2d ago•77 comments

Human Canaries: Remembering the Munitionettes

https://www.historytoday.com/archive/great-debates/human-canaries-remembering-munitionettes
6•Thevet•23h ago•0 comments

StubHub, CEO hit with ‘deceptive practices’ class action over mass scalping

https://www.cbc.ca/news/world/stubhub-ceo-class-action-scalping-9.7268987
77•b112•3h ago•34 comments

Same model, same Q4_K_M label: 5.02, 5.07 and 5.27 bits per weight

https://github.com/logxio/picchio
9•logickkk1•1h ago•2 comments

Demis Hassabis has a plan to harness AI safely

https://twitter.com/demishassabis/status/2076957440109625718
129•asiergoni•13h ago•166 comments

Punch yourself in the face with reality

https://adi.bio/reality
198•AdityaAnand1•11h ago•96 comments

Agnes Callard’s theory of the uni-context

https://www.derekthompson.org/p/a-philosophers-one-word-theory-to
88•FinnLobsien•8h ago•90 comments

The Agentic Loop: Three loops in a trench coat

https://www.bobbytables.io/p/the-agentic-loop-three-loops-in-a
65•btables•8h ago•15 comments
Open in hackernews

Show HN: Self-hosted voice AI agent for Asterisk/FreePBX

https://github.com/hkjarral/AVA-AI-Voice-Agent-for-Asterisk
23•hkjarral•1d ago
Hi HN folks ! I am the author of AVA, a self hosted AI Voice Agent that plugs into Asterisk/Freepbx so you own all the aspects of an AI Voice agent in your own infrastructure. It uses Asterisk native Audiosocket/RTP with python engine to run STT,LLM and TTS loop. The project support several full providers openai, gemini, grok, elevenlabs out of the box and also provides options to build custom pipelines by choosing different stt tts and llm.

It also supports full local agent if you have a GPU with 25GB RAM which enables realtime conversation along with tool calling.

I started this as a hobby project last year when I started exploring voice agents and every saw every Saas tried to lock you in their eco system. Since then project has taken off and a lot of asterisk people started using it due to ease of setup and wide range of providers and flexibility.

Core is MIT: https://github.com/hkjarral/AVA-AI-Voice-Agent-for-Asterisk Free and open source forever.

No install Mock UI us hosted at: https://demo.agent6789.com

I am also exploring to convert this into a more polished version for Operators to handle multiple customer and multi tenant environment and I would genuinely like to hear feedback on it.

Happy to answer any questions and gather any feedback. Thanks.

Comments

notahan•1d ago
This is so cool, what are the system requirements needed to run this?
hkjarral•4h ago
Thanks, it depends a lot on what are you trying to do, if you are going to use just cloud providers you don't need a heavy system , a simple system with 2 cores 4 GB RAM with asterisk should suffice, if the call volume is low.

But if you want to go full local route then you need GPU and if call volume is heavy then more RAM and CPU.

Basic hardware should be handle 20-30 concurrent calls with a cloud provider.

Full breakdown of hardware requirements is captured in this document: https://github.com/hkjarral/AVA-AI-Voice-Agent-for-Asterisk/...

oliver236•50m ago
freepbx vs fusionpbx? explain please
hkjarral•43m ago
Freepbx, Fusionpbx uses Freeswitch. This is built for Asterisk but there is nothing stopping from setting a SIP trunk from Freeswtich to Asterisk box to make use of Agents like this user did https://github.com/hkjarral/AVA-AI-Voice-Agent-for-Asterisk/...
oliver236•31m ago
can you please give me an explanation of the two though ?
hkjarral•15m ago
Freepbxx built on Asterisk primarily for single orgs whereas Fusionpbx is built on freeswitch designed for multi tenant and carrier grade deployments. Is that what you were looking for or something more specific in relation to this project ?
moid_22321•32m ago
Just waiting for vicidial integration part other than that everytime good to go
hkjarral•28m ago
Vicidial experimental right now and is on the roadmap as soon as I get time and setup vicidial in my own environment, it requires exhaustive testing :)
deepspace•29m ago
There was a window between the early 2000s and the late 2010s when self-hosted telephony made sense. But these days, there are so many cheap commercial services that it is almost impossible to justify the cost of maintaining your own voice infrastructure. Moreover, the proliferation of spam / scam calls has tarnished the perception phone interactions so much that most people avoid them at all costs.

And the few people who do still use the phone absolutely, unequivocally do not want to talk to an AI voice agent ever.

icedchai•25m ago
I set up Asterisk systems for a few small businesses in the mid-2000's (5 to 50 extensions.) It was seriously fun working with that stuff. These days I'll do almost anything to avoid phone calls.