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AWS: Inaccurate Estimated Billing Data – $1.7 billion

515•nprateem•6h ago•318 comments

Mozilla: The state of open source AI

https://stateofopensource.ai/
139•rellem•2h ago•85 comments

First atmosphere found on Earth-like planet in habitable zone of distant star

https://www.bbc.com/news/articles/cy4kdd1e0ejo
98•neversaydie•2h ago•76 comments

Claude Code: Anatomy of a Misfeature

https://www.olafalders.com/2026/07/17/claude-code-anatomy-of-a-misfeature/
85•oalders•2h ago•47 comments

A Road to Lisp: Which Lisp

https://scotto.me/blog/2026-07-17-which-lisp/
63•silcoon•2h ago•31 comments

Show HN: Watch bots interact with an SSH honeypot in real time

https://honeypotlive.cc/
64•tusksm•2h ago•24 comments

AI Meets Cryptography 2: What AI Found in OpenVM's ZkVM

https://blog.zksecurity.xyz/posts/openvm-bugs/
39•duha•2h ago•0 comments

Three ways people respond to a problem (other than solving it)

https://improvesomething.today/responses-to-problems/
59•surprisetalk•2h ago•18 comments

Kimi K3, and what we can still learn from the pelican benchmark

https://simonwillison.net/2026/Jul/16/kimi-k3/
32•droidjj•2h ago•13 comments

More Bounce to the Ounce

https://mceglowski.substack.com/p/more-bounce-to-the-ounce
35•pavel_lishin•3h ago•2 comments

Show HN: Explore the Workspaces of Modern Creators

https://workspaces.xyz/
17•ryangilbert•59m ago•13 comments

Multi-Primary Color Display Emerges as Next-Gen Color Reproduction Technology

https://en.ubiresearchnet.com/multi-primary-color-display-technology-2026/
48•ksec•3h ago•39 comments

Manufact (YC S25) Is Hiring a Senior infra engineer to build the MCP cloud

https://www.ycombinator.com/companies/manufact/jobs/Dh6PYP5-senior-infrastructure-engineer
1•luigipederzani•3h ago

EEG shows brain can simultaneous encode two speech streams

https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3003876
208•giuliomagnifico•10h ago•130 comments

Pebble Mega Update – July 2026

https://repebble.com/blog/pebble-mega-update-july-2026
219•crazysaem•12h ago•124 comments

Apple targets dozens of OpenAI employees with legal letters

https://www.ft.com/content/1b8c9d52-88a9-426b-ba47-f1811f859166
226•merksittich•4h ago•169 comments

VulnHunter: Capital One's agentic AI code security tool

https://www.capitalone.com/tech/open-source/announcing-vulnhunter/
28•medina•3h ago•16 comments

PennyLane is an open-source quantum software platform for quantum

https://github.com/PennyLaneAI/pennylane
25•donutloop•3h ago•3 comments

Show HN: On-chain bond market where the issuers are AI agents

https://selbonds.now
9•griffinfoster7•2h ago•11 comments

Faster binary search: from compiled code to mechanical sympathy

https://pythonspeed.com/articles/branchless-binary-search/
28•enz•5d ago•9 comments

Microsoft Comic Chat is now open source

https://opensource.microsoft.com/blog/2026/07/16/microsoft-comic-chat-is-now-open-source/
760•jervant•1d ago•162 comments

How Has Roman Concrete Lasted for Millennia? 1,900-Year-Old Latrine Offers Clues

https://www.smithsonianmag.com/smart-news/how-has-roman-concrete-lasted-for-millennia-a-1900-year...
220•divbzero•12h ago•172 comments

Camera Chase Vehicle

https://transistor-man.com/gimbal_camera_rover.html
119•geerlingguy•1w ago•12 comments

Decoy Font

https://www.mixfont.com/experiments/decoy-font
645•ray__•1d ago•146 comments

Kimi K3: Open Frontier Intelligence

https://www.kimi.com/blog/kimi-k3
1901•vincent_s•1d ago•1118 comments

An Engineer's Guide to USB Typе-С (2024)

https://www.ti.com/lit/eb/slyy228/slyy228.pdf?ts=1759892558029
254•gregsadetsky•1w ago•48 comments

Tannakian Reconstruction

https://bartoszmilewski.com/2026/07/14/tannakian-reconstruction/
15•ibobev•3d ago•0 comments

Evidence of inconsistencies in evaluation process and selection of winners

https://www.kaggle.com/competitions/kaggle-measuring-agi/discussion/724918#3498423
401•twerkmeister•5h ago•241 comments

Show HN: Simulator for a custom 8-bit discreet logic computer

https://msap2.mehran.dk
4•mehrant•3d ago•0 comments

$100 AI Music Video: Claude Fable 5 vs. GPT-5.6 Sol

https://www.tryai.dev/blog/ai-music-video-arena-claude-vs-gpt-5.6
357•hershyb_•20h ago•476 comments
Open in hackernews

Self-Hosting Moose with Docker Compose, Redis, Temporal, Redpanda and ClickHouse

https://docs.fiveonefour.com/moose/deploying/self-hosting/deploying-with-docker-compose
50•Callicles•1y ago

Comments

Callicles•1y ago
I put this Docker-Compose recipe together to make kicking the tires on Moose—our open-source data-backend framework—almost friction-less.

What you get:

• A single docker compose up that spins up ClickHouse, Redpanda, Redis and Temporal with health-checks & log-rotation already wired.

• Runs comfortably on an 8 GB / 4-core VPS; scale-out pointers are in the doc if you outgrow single-node.

• No root Docker needed; the stack follows the hardening tips ClickHouse & Temporal recommend.

Why bother?

Moose lets you model data pipelines in TypeScript/Python and auto-provisions the OLAP tables, streams and APIs—cuts a lot of boilerplate. Happy to trade notes on the approach or hear where the defaults feel off.

Docs: https://docs.fiveonefour.com/moose/deploying/self-hosting/de...

18-min walkthrough video: https://www.youtube.com/watch?v=bAKYSrLt8vo

pitah1•1y ago
I have a small open-source project, that uses docker compose behind the scenes, to help startup any service. You can look to add it in (or I am also happy to add it in) and then users are one command away from running it (insta moose). Recently just added in lakekeeper and various data annotation tools.

insta-infra: https://github.com/data-catering/insta-infra

Callicles•1y ago
Interesting. How do you do dependencies between those pieces of infrastructure if there's any? For example, in our Docker Compose file, we have temporal that depends on progress and then moose depends on temporal. How is that expressed in Insta-Infra?
pitah1•1y ago
It leverages docker compose 'depends_on' for the dependencies (https://docs.docker.com/compose/how-tos/startup-order/). For example, airflow depends on airflow-init container to be completed successfully which then depends on postgres.

https://github.com/data-catering/insta-infra/blob/main/cmd/i...

mitchellsuzuki•1y ago
this is too perfect. as an SRE who often needs to hand roll my own deployments in k8s or w/e medium, these are the docs that really accelerate my path to production.
Havoc•1y ago
For everyone else confused too…think moose in this context is probably this:

https://mooseframework.inl.gov/

oatsandsugar•1y ago
Actually, this https://github.com/514-labs/moose
LargoLasskhyfv•1y ago
I thought of https://moosetechnology.org/ and wondered why I'd need all that fancy other stuff?
Twirrim•1y ago
Maybe this is the greybeard in me, but I first thought about https://metacpan.org/pod/Moose, and catalyst (http://catalyst.perl.org/)
GuestFAUniverse•1y ago
hehehehe At least I'm not alone...
ajtaylor•
nivertech•1y ago
How Moose compares to more traditional ELT data pipeline orchestration frameworks, like Airflow, Dagster, dbt, DuckDB for transformation steps.

I think one of the reasons to use an orchestration framework is integations.

Callicles•1y ago
Hi!

We are built on top of them. Right now the techs above are what’s backing the implementation but we want to add different compatibilities. So that you can eventually have for example airflow backing up your orchestration instead of temporal.

You can think of moose as the pre-built glue between those components with the equivalent UX of a web framework (ie you get hit reloading, instant feedback, etc…)

huksley•1y ago
You don't publish a ready-made image anywhere? That would be easier to spin it up without installing locally moose first. Kind of defeats the purpose of Docker Compose recipe.

And those ports bindings, is it really necessary to expose it on 0.0.0.0 by default.

Callicles•1y ago
Not sure if this is what you are asking about, so if I misread feel free to correct me. You don’t have to install moose first on the deployment machine, in the tutorial I go through that to generate a dummy moose application to be deployed.

It is the same idea as a nextjs application you deploy through docker, you have your application and then you build your docker container that contains your code, then you can deploy that.

I tried to limit the port bindings, we usually expose moose itself since one of the use case is collecting data for product analytics from a web front end, which pushes data to moose. And then usually people want to expose rest apis on top of the data they have collected. The clickhouse ports could be fully closed, this was an example of if you want to connect PowerBook to it

1y ago
Clearly I'm showing my age here too