Hacker News: mmoustafa

New comment by mmoustafa in "OpenRouter is joining Stripe"

mmoustafa — Thu, 20 Aug 2026 05:45:31 +0000

Yes, it is awfully inconsistent today. They run some tests (accuracy table buried on model page) but they are sparse and only capture a single moment in time. I would love to see OpenRouter take this more seriously.

New comment by mmoustafa in "Investors in Situational Awareness deserved to lose their shirts"

mmoustafa — Tue, 04 Aug 2026 19:43:47 +0000

It is just the most visible “close call”. Most of the time we don’t hear about these incidents until they blow up, that is if we hear at all.

New comment by mmoustafa in "Codeberg bans vibe coded projects"

mmoustafa — Wed, 22 Jul 2026 09:27:41 +0000

How do you define vibecoding? Is using LLM-assisted autocomplete vibecoding? Is editing single files via an LLM vibecoding? When do we cross the threshold?

Just saying mostly written by generative AI is extremely broad as that can happen even with “human written” codebases via AI-assisted tools.

New comment by mmoustafa in "Apple Silicon Exec Explains Mac Mini AI Demand and On-Device Future"

mmoustafa — Fri, 10 Jul 2026 05:57:24 +0000

The out-of-stock $6000 M3 Ultra Mac Studios with 800GB+ memory bandwidth are going for $24,000 on eBay, so yes definitely

New comment by mmoustafa in "Show HN: Crew – Let Claude Code agents talk to each other"

mmoustafa — Sat, 04 Jul 2026 05:21:37 +0000

feel free to (and you should) audit! https://www.npmjs.com/package/@0xmmo/crew

Show HN: Crew – Let Claude Code agents talk to each other

mmoustafa — Sat, 04 Jul 2026 05:12:19 +0000

I usually run 3-5 Claude Code sessions concurrently on the same repo and hate juggling worktrees. So I built crew. The idea is simple: If autonomous cars don't need stoplights (supposedly), then agents don't need worktrees (or branches).

crew hooks into Claude Code and injects what every other running session is doing (status, recap, last few transcript entries) into each session's context. It also lets agents message each other, landing messages in another agent's context even mid-turns.

Since starting to use crew I've seen some awesome emergent behaviors: agents asking each other for reviews, delegating deploys to a single agent, and even getting lazy on account of "someone else will fix it"!

Curious how others running several sessions at once handle coordination.

Comments URL: https://news.ycombinator.com/item?id=48782800

Points: 4

# Comments: 2

New comment by mmoustafa in "Waymo Premier"

mmoustafa — Thu, 11 Jun 2026 17:23:12 +0000

I think you're looking at $60 an hour which is not horrible (estimating Waymo avg is 3 rides / hour x $20 per ride)

I ran forensics on closed models and discovered no one is using dense attention

mmoustafa — Fri, 15 May 2026 03:41:59 +0000

Article URL: https://blog.0xmmo.co/forensics/post.html

Comments URL: https://news.ycombinator.com/item?id=48144306

Points: 2

# Comments: 0

New comment by mmoustafa in "MacBook Neo Deep Dive: Benchmarks, Wafer Economics, and the 8GB Gamble"

mmoustafa — Thu, 14 May 2026 08:33:39 +0000

how do you select text?

Fastest small LLM at 1 KB context is the slowest at 1 MB

mmoustafa — Thu, 14 May 2026 07:42:19 +0000

Article URL: https://blog.0xmmo.co/forensics/post.html

Comments URL: https://news.ycombinator.com/item?id=48132272

Points: 1

# Comments: 0

New comment by mmoustafa in "Judge blocks Pentagon effort to 'punish' Anthropic with supply chain risk label"

mmoustafa — Fri, 27 Mar 2026 00:52:35 +0000

Aaand that would get challenged in court, remember they had to get Congress to create this designation in the first place because it is not de-facto legal for the USG to discriminate between individuals or corporations.

New comment by mmoustafa in "Judge blocks Pentagon effort to 'punish' Anthropic with supply chain risk label"

mmoustafa — Fri, 27 Mar 2026 00:47:33 +0000

The Supply Chain Risk label requires every single company in the supply chain of a product or service provided to the US Government to either drop Anthropic or get dropped themselves. This is not just suppliers, but also includes suppliers of suppliers all the way down. This is a much larger chunk of the economy (approaching 100%) than the Pentagon/DOW.

New comment by mmoustafa in "Tinybox – A powerful computer for deep learning"

mmoustafa — Sat, 21 Mar 2026 21:43:06 +0000

I would love to see real-life tokens/sec values advertised for one or various specific open source models.

I'm currently shopping for offline hardware and it is very hard to estimate the performance I will get before dropping $12K, and would love to have a baseline that I can at least always get e.g. 40 tok/s running GPT-OSS-120B using Ollama on Ubuntu out of the box.

New comment by mmoustafa in "ICE seeks industry input on ad tech location data for investigative use"

mmoustafa — Thu, 05 Feb 2026 07:51:25 +0000

Why do all the discussion posts about ICE’s biometric app get taken down? Although they may invite politicing, they are very relevant to HN.

e.g [flagged] Target director's Global Entry was revoked after ICE used app to scan her face [https://news.ycombinator.com/item?id=46833871]

New comment by mmoustafa in "Data centers in space makes no sense"

mmoustafa — Wed, 04 Feb 2026 07:49:07 +0000

They do not at any point outline how cooling will be done, they simply say "it will be more efficient than chillers due to the larger delta T" which is incorrect because it's about dT not delta T

New comment by mmoustafa in "xAI joins SpaceX"

mmoustafa — Mon, 02 Feb 2026 22:13:46 +0000

> "The only logical solution therefore is to transport these resource-intensive efforts to a location with vast power and space. I mean, space is called 'space' for a reason. [crying laughing emoji]"

This is all the reasoning provided. It is quite sad how a company I admired so much has become embroiled in financial doohickery.

New comment by mmoustafa in "Provenance Is the New Version Control"

mmoustafa — Thu, 22 Jan 2026 21:41:35 +0000

It is not about tracking changes, git does that well enough.

It is about tracking the reason for the changes, i.e. git messages but on steroids.

New comment by mmoustafa in "Claude's new constitution"

mmoustafa — Wed, 21 Jan 2026 23:05:15 +0000

new trolley problem just dropped: save 1 billion people or ...

Show HN: An AI assistant you can text via Apple satellite messaging

mmoustafa — Thu, 15 Jan 2026 11:21:00 +0000

I've been on the road in some places with really sh*t cellular in the US and sometimes I really need to lookup something online but it will take an hour for Google to load. Well, Olly works even with zero bars as long as you have a (newish) iPhone and a view of the sky. Been a lifesaver for quick questions when I'm in the middle of nowhere.

Let me know what you think https://olly.bot/

Comments URL: https://news.ycombinator.com/item?id=46630965

Points: 1

# Comments: 1

New comment by mmoustafa in "Provenance Is the New Version Control"

mmoustafa — Tue, 13 Jan 2026 06:59:06 +0000

I wrote an article on this exact issue (albeit more simpleminded) and I suggested a rudimentary way of tracking provenance in today's agents with "reasoning traces" on the objects they modify.

Would love people's thoughts on this: https://0xmmo.notion.site/Preventing-agent-doom-loops-with-p...