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Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k

https://systima.ai/blog/claude-code-vs-opencode-token-overhead
217•systima•2h ago•116 comments

Can We Understand How Large Language Models Reason?

https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/
39•adunk•2h ago•34 comments

Old and new apps, via modern coding agents

https://terrytao.wordpress.com/2026/07/11/old-and-new-apps-via-modern-coding-agents/
362•subset•9h ago•104 comments

I love LLMs, I hate hype

https://geohot.github.io//blog/jekyll/update/2026/07/12/i-love-llms.html
140•therepanic•1h ago•71 comments

Against Usefulness

https://www.motivenotes.ai/p/against-usefulness
46•supo•2h ago•9 comments

Automation Without Understanding

https://arxiv.org/abs/2607.06377
60•root-parent•3h ago•31 comments

The One-Step Trap (In AI Research)

http://incompleteideas.net/IncIdeas/OneStepTrap.html
14•jxmorris12•1h ago•3 comments

Why write code in 2026

https://softwaredoug.com/blog/2026/07/09/write-code
42•softwaredoug•2d ago•96 comments

LARP – Revenue infrastructure for serious founders

https://www.larp.website/
62•BerislavLopac•3h ago•9 comments

Migrating a production AI agent to GPT-5.6: 2.2x faster, 27% cheaper

https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6
25•brryant•3h ago•4 comments

I Learned to Read Again

https://substack.magazinenongrata.com/p/how-i-learned-to-read-again
16•georgex7•2h ago•1 comments

Don't you mean extinct?

https://fabiensanglard.net/extinct/index.html
145•zdw•5h ago•78 comments

How to read more books

https://scotto.me/blog/2026-07-12-how-to-read-more-books/
194•silcoon•4h ago•108 comments

Neocities: Create your own free website

https://neocities.org/
22•Tomte•36m ago•1 comments

The shingles vaccine may reduce the risk of dementia

https://www.economist.com/leaders/2026/07/09/a-no-brainer-for-protecting-your-brain
157•saikatsg•5h ago•115 comments

Why study Diophantine equations?

https://hidden-phenomena.com/articles/modular
50•mb1699•4h ago•15 comments

Deir El-Medina Strikes

https://en.wikipedia.org/wiki/Deir_el-Medina_strikes
24•mooreds•5d ago•3 comments

Theo de Raadt: "You've been smoking something mind altering" (2007)

https://marc.info/?l=openbsd-misc&m=119318909016582
59•turrini•4h ago•51 comments

Understanding the Odin programming language

https://odinbook.com/
128•AlexeyBrin•8h ago•67 comments

Show HN: Shirei, cross-platform GUI framework in native Go

https://github.com/hasenj/go-shirei/
61•hsn915•3h ago•34 comments

The power of collaboration: How we can reduce traffic congestion

https://research.google/blog/the-power-of-collaboration-how-we-can-reduce-traffic-congestion/
38•raahelb•4h ago•30 comments

Ghostel.el: Terminal emulator powered by libghostty

https://dakra.github.io/ghostel/
242•signa11•11h ago•40 comments

Show HN: Nectar, a Rust-like React that compiles to WebAssembly

https://buildnectar.com
14•blakeburnette•6d ago•7 comments

Vint Cerf, “father of the Internet”, is retiring

https://techcrunch.com/2026/06/30/the-father-of-the-internet-is-finally-retiring/
260•compiler-guy•2d ago•150 comments

What xAI's Grok build CLI sends to xAI: A wire-level analysis

https://gist.github.com/cereblab/dc9a40bc26120f4540e4e09b75ffb547
368•jhoho•19h ago•145 comments

Croc: Securely transfer files and folders between two computers

https://github.com/schollz/croc/
20•gregsadetsky•4h ago•4 comments

AI boosts research careers but narrow the span of ideas explored: study

https://spectrum.ieee.org/ai-science-research-flattens-discovery
127•zaikunzhang•7h ago•92 comments

Unauthenticated RCE in Motorola's MR2600 Router

https://mrbruh.com/motorola/
71•MrBruh•8h ago•24 comments

Death of the Status Update: Why 55% of Americans Stopped Posting on Social Media

https://ca.pcmag.com/social-media/16790/the-death-of-the-status-update-why-55-of-americans-stoppe...
79•thunderbong•10h ago•90 comments

Morphometrics: Introduction to the Analysis of Shape

https://www.geol.umd.edu/~tholtz/G331/lectures/331biomech.html
19•num42•1w ago•0 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