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How I do and don't use agents

https://twitter.com/jessfraz/status/2019975917863661760
1•tosh•3m ago•0 comments

BTDUex Safe? The Back End Withdrawal Anomalies

1•aoijfoqfw•6m ago•0 comments

Show HN: Compile-Time Vibe Coding

https://github.com/Michael-JB/vibecode
1•michaelchicory•8m ago•0 comments

Show HN: Ensemble – macOS App to Manage Claude Code Skills, MCPs, and Claude.md

https://github.com/O0000-code/Ensemble
1•IO0oI•12m ago•1 comments

PR to support XMPP channels in OpenClaw

https://github.com/openclaw/openclaw/pull/9741
1•mickael•12m ago•0 comments

Twenty: A Modern Alternative to Salesforce

https://github.com/twentyhq/twenty
1•tosh•14m ago•0 comments

Raspberry Pi: More memory-driven price rises

https://www.raspberrypi.com/news/more-memory-driven-price-rises/
1•calcifer•19m ago•0 comments

Level Up Your Gaming

https://d4.h5go.life/
1•LinkLens•23m ago•1 comments

Di.day is a movement to encourage people to ditch Big Tech

https://itsfoss.com/news/di-day-celebration/
2•MilnerRoute•25m ago•0 comments

Show HN: AI generated personal affirmations playing when your phone is locked

https://MyAffirmations.Guru
4•alaserm•25m ago•3 comments

Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manager Containers

https://github.com/paolobietolini/gtm-mcp-server
1•paolobietolini•27m ago•0 comments

Launch of X (Twitter) API Pay-per-Use Pricing

https://devcommunity.x.com/t/announcing-the-launch-of-x-api-pay-per-use-pricing/256476
1•thinkingemote•27m ago•0 comments

Facebook seemingly randomly bans tons of users

https://old.reddit.com/r/facebookdisabledme/
1•dirteater_•28m ago•1 comments

Global Bird Count Event

https://www.birdcount.org/
1•downboots•29m ago•0 comments

What Is Ruliology?

https://writings.stephenwolfram.com/2026/01/what-is-ruliology/
2•soheilpro•30m ago•0 comments

Jon Stewart – One of My Favorite People – What Now? with Trevor Noah Podcast [video]

https://www.youtube.com/watch?v=44uC12g9ZVk
2•consumer451•33m ago•0 comments

P2P crypto exchange development company

1•sonniya•46m ago•0 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
2•jesperordrup•51m ago•0 comments

Write for Your Readers Even If They Are Agents

https://commonsware.com/blog/2026/02/06/write-for-your-readers-even-if-they-are-agents.html
1•ingve•52m ago•0 comments

Knowledge-Creating LLMs

https://tecunningham.github.io/posts/2026-01-29-knowledge-creating-llms.html
1•salkahfi•52m ago•0 comments

Maple Mono: Smooth your coding flow

https://font.subf.dev/en/
1•signa11•59m ago•0 comments

Sid Meier's System for Real-Time Music Composition and Synthesis

https://patents.google.com/patent/US5496962A/en
1•GaryBluto•1h ago•1 comments

Show HN: Slop News – HN front page now, but it's all slop

https://dosaygo-studio.github.io/hn-front-page-2035/slop-news
7•keepamovin•1h ago•1 comments

Show HN: Empusa – Visual debugger to catch and resume AI agent retry loops

https://github.com/justin55afdfdsf5ds45f4ds5f45ds4/EmpusaAI
1•justinlord•1h ago•0 comments

Show HN: Bitcoin wallet on NXP SE050 secure element, Tor-only open source

https://github.com/0xdeadbeefnetwork/sigil-web
2•sickthecat•1h ago•1 comments

White House Explores Opening Antitrust Probe on Homebuilders

https://www.bloomberg.com/news/articles/2026-02-06/white-house-explores-opening-antitrust-probe-i...
1•petethomas•1h ago•0 comments

Show HN: MindDraft – AI task app with smart actions and auto expense tracking

https://minddraft.ai
2•imthepk•1h ago•0 comments

How do you estimate AI app development costs accurately?

1•insights123•1h ago•0 comments

Going Through Snowden Documents, Part 5

https://libroot.org/posts/going-through-snowden-documents-part-5/
1•goto1•1h ago•0 comments

Show HN: MCP Server for TradeStation

https://github.com/theelderwand/tradestation-mcp
1•theelderwand•1h ago•0 comments
Open in hackernews

Jepsen: Capela dda5892

https://jepsen.io/analyses/capela-dda5892
81•aphyr•6mo ago

Comments

pluto_modadic•6mo ago
does Jepsen's test software auto-generate the cool diagrams (like 3.22) or do you have to do it yourself? do you prefer any software to do that?
aphyr•6mo ago
It does indeed! This is a part of https://github.com/jepsen-io/elle, which infers totally-connected components of the transaction dependency graph. :-)
runningmike•6mo ago
Reading the first line I thought it was about https://github.com/eclipse-capella/capella, the Foss solution for Model-Based Systems Engineering. Confusing. But now there is also a Capela with a single ‘l’ -) Great writeup Kyle, thank you!
cess11•6mo ago
If it's partly a marketing move to get it jepsened before release, then it worked on me.

"Like Smalltalk and other image-based languages, Capela persists program state directly, and allows programs to be modified over time. Indeed, Capela feels somewhat like an object-oriented database with stored procedures."

This seems exciting.

derekstavis•6mo ago
Derek from Capela here. Marketing was not our primary purpose, but I guess it worked out as such ;)

The primary reason for us engaging early on with Jepsen is that we care a lot about correctness, consistency and reliability, and we wanted the best in this field to establish a baseline of tests that we must make sure our platform passes before we even put it the hands of anybody.

sitkack•6mo ago
You should team up with Antithesis. https://antithesis.com/
derekstavis•6mo ago
Kyle connected us already - we definitely plan to leverage their product for extra layers of verification!
sitkack•6mo ago
I was thinking of something deeper than just using their product.
cess11•6mo ago
Regardless, it's a good way to reach people that care about robust distributed systems or queers in tech or both.

Do you have a business model already? Are you aiming for something like GemStone/S?

aeontech•6mo ago
Aside from obvious Smalltalk influence, this also brings to mind Darklang (that switched to an open-source model recently [1]).

I wonder how this will pan out... very interesting to see new approaches being explored.

[1]: https://news.ycombinator.com/item?id=44290653

derekstavis•6mo ago
Darklang is pretty fascinating, and was brought to our attention when we started demo-ing Capela to some folks in the industry. I think where Darklang (and others like Skip [1]) falls short is that it is a new language. Capela instead leverages typed Python, an existing and pretty familiar language to most programmers (and LLMs).

[1]: https://skiplabs.io

aeontech•6mo ago
Oh, I just realized I am guilty of the drive-by-free-association comment without actually saying anything about the subject of the post - sorry!

Very cool to see a team use Jepsen for super early pre-release testing of the system.

I wonder if you wish you had waited for the runtime to be a bit more stable, or you feel this was already well worth the effort, even with some of the identified failures being in "known incomplete" areas? (I could see either side of the argument - waiting longer might give you more valuable failures, but testing early gives you a chance to catch problems before they become baked into the foundation and become more difficult to fix...)

Another tool that feels like sci-fi to me any time I hear a mention of it, is Antithesis [1] - written by the people who built FoundationDB. Could be another interesting integration to investigate in the future to help bulletproof the language runtime?

[1]: https://antithesis.com

aphyr•6mo ago
Author here--from discussions with Capela's team, I think this sort of early testing can be remarkably helpful, because it offers a test suite that Capela's team can check their work against as they move forward.

I would suggest against this kind of integration test when the data model or API are in constant flux, because then you have to re-write or even re-design the test as the API changes. Small changes--adding fields or features, changing HTTP paths or renaming fields--are generally easy to keep up with, but if there were, say, a redesign that removed core operations, or changed the fundamental semantics, it might require extensive changes to the test suite.

derekstavis•6mo ago
We thought a lot about this, and decided to not wait since we are a pretty small team and having more hands helping us to catch any problems early on would help us to make better technical decisions as we continue evolving the core platform. In addition to that, we gained a pretty robust CI step to keep us accountable around the guarantees that we want to provide. Reliably and consistently storing data is of utmost importance for us.

The plan is to engage with Jepsen again once we have a system that passes the current suite, expand the test surface even further, and continue iterating until we are satisfied with the results. There won't be a public release before that is true.

Working with Jepsen also sparked a couple other interesting ideas, like building a Python language fuzzer to ensure that many shapes of Python programs work as intended in Capela. That's something we would love to do in the future.

Re: Antithesis - absolutely. Kyle mentioned them to us and we think it will be a very interesting product for us to adopt to further ensure we're delivering a reliable product.