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AI-powered text correction for macOS

https://taipo.app/
1•neuling•47s ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•1m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•3m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
2•bundie•8m ago•0 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•9m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•13m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•14m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
3•calebhwin•14m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•19m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•26m ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•34m ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•34m ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
2•rolph•37m ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•37m ago•2 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•39m ago•0 comments

Portable C Compiler

https://en.wikipedia.org/wiki/Portable_C_Compiler
2•guerrilla•41m ago•0 comments

Show HN: Kokki – A "Dual-Core" System Prompt to Reduce LLM Hallucinations

1•Ginsabo•42m ago•0 comments

Software Engineering Transformation 2026

https://mfranc.com/blog/ai-2026/
1•michal-franc•43m ago•0 comments

Microsoft purges Win11 printer drivers, devices on borrowed time

https://www.tomshardware.com/peripherals/printers/microsoft-stops-distrubitng-legacy-v3-and-v4-pr...
3•rolph•43m ago•1 comments

Lunch with the FT: Tarek Mansour

https://www.ft.com/content/a4cebf4c-c26c-48bb-82c8-5701d8256282
2•hhs•46m ago•0 comments

Old Mexico and her lost provinces (1883)

https://www.gutenberg.org/cache/epub/77881/pg77881-images.html
1•petethomas•50m ago•0 comments

'AI' is a dick move, redux

https://www.baldurbjarnason.com/notes/2026/note-on-debating-llm-fans/
5•cratermoon•51m ago•0 comments

The source code was the moat. But not anymore

https://philipotoole.com/the-source-code-was-the-moat-no-longer/
1•otoolep•51m ago•0 comments

Does anyone else feel like their inbox has become their job?

1•cfata•51m ago•1 comments

An AI model that can read and diagnose a brain MRI in seconds

https://www.michiganmedicine.org/health-lab/ai-model-can-read-and-diagnose-brain-mri-seconds
2•hhs•55m ago•0 comments

Dev with 5 of experience switched to Rails, what should I be careful about?

2•vampiregrey•57m ago•0 comments

AlphaFace: High Fidelity and Real-Time Face Swapper Robust to Facial Pose

https://arxiv.org/abs/2601.16429
1•PaulHoule•58m ago•0 comments

Scientists discover “levitating” time crystals that you can hold in your hand

https://www.nyu.edu/about/news-publications/news/2026/february/scientists-discover--levitating--t...
3•hhs•1h ago•0 comments

Rammstein – Deutschland (C64 Cover, Real SID, 8-bit – 2019) [video]

https://www.youtube.com/watch?v=3VReIuv1GFo
1•erickhill•1h ago•0 comments

Tell HN: Yet Another Round of Zendesk Spam

5•Philpax•1h ago•1 comments
Open in hackernews

What Ralph Wiggum loops are missing

https://xr0am.substack.com/p/what-ralph-wiggum-loops-are-missing
25•xR0am•1w ago

Comments

NitpickLawyer•1w ago
> What started as a community experiment is becoming infrastructure. The developers behind Ralph and Taskmaster figured out something real. Now the platforms are catching up.

> That’s usually how it goes. The practitioners find the patterns first. Then the patterns become features.

This is the scariest thing atm with the fast pacing of these things. As capabilities increase, everything you've spent time on building (w/ scaffolding, tooling, etc) gets "merged" into the all-you-can-prompt solution that the big labs provide. If your previous work has no differentiation, it's very hard to provide additional value / monetise it. And it's hard to know what will be differentiation or what will get eaten up.

It's that sci-fi story trope of the colony ship that gets overtaken by a new generation engine, and when they reach their planet they find a thriving colony there already. But with software :)

hahahahhaah•1w ago
I am musing with the idea that other than dipping a toe in, investing a lot of time in this stuff is a waste (for this reason) and a better use is get deeper human domain experience in XYZ.
xR0am•1w ago
Agree, like I said in my other post reviewing what Jason Lemkin was doing with GTM: pick one tool, learn how to use it in real world scenarios, gain experience and you will be hyper employable. It’s the application that matters imo
xR0am•1w ago
100% agree with this, tooling is no longer an advantage.

The only thing I say to myself on this, given how Ralph took months to be notice (and taskmaster is still flying somehow under the radar comparatively speaking), is that people are drowning with the volume of new features / tools. It’s what you do with these tools that matters at the end of the day and shift goes more on GTM, marketing etc. rather than uniqueness of software. Most important thing: find clients :) Anyway interesting times!

xvector•1w ago
Ralph didn't take months to notice! It was just nothing novel, so it didn't get much attention. All of the frontier labs were already doing this.
sjajshha•1w ago
Even funnier is ghuntley going around giving talks, posting on x etc saying “if you don’t learn this stuff you’re gonna be left behind”. I think this was around when he made the first Ralph blog post?

Which of course couldn’t be true. Any “prompt skill” is going to be commodified. Thats the entire premise AI companies are trying to sell.

xR0am•1w ago
100% and what this does is just lock users further in a particular ecosystem like anthropic’s
AlexeyBelov•6d ago
ghuntley is a grifter, unfortunately
usefulposter•1w ago
Funny story from this craziness: Anthropic Legal forced a rename in the Claude repo to "Ralph Loop".

You can have a "Ralph Loop [that] implements the Ralph Wiggum technique" but you can't have a "Ralph Wiggum loop".

https://github.com/anthropics/claude-plugins-official/commit...

xR0am•1w ago
Haha nice find ! also interestingly the loop they have via the plugin, is not really the concept intended since it doesn’t persist across sessions
B1FIDO•1w ago
Once, long ago, I was a fledgling C programmer working on the TinyMUCK game server. My mentor had released the 2.0 version with MUF, and I had implemented the port to SunOS (where a dereferenced NULL pointer does not return 0, but SIGSEGV: that was a lot of fun to debug!)

Later on I was working with another fellow to kind of bring the codebase up-to-date, and we found it necessary to implement a new database dump format (the database was normally 100% in RAM and then "dumped out" to a flat file for checkpoints and shutdowns.)

So I made the database changes, and then I christened the format "Christina Applegate TinyMUCK Dump Format" because she was the girl/woman of my dreams at that point in time (prior to Melissa Joan Hart taking over).

It is unclear if she ever found out about this particular usage. But last time I checked, this codebase was still extant, and so, someone somewhere may still be running a TinyMUCK server that utilizes a unique format dedicated to Christina Applegate herself.

xR0am•1w ago
Nice one !
EnPissant•1w ago
I've seen a fair number of obvious astro-turfing posts on reddit promoting task master. I assume this is just more of the same.
xR0am•1w ago
No affiliation with taskmaster, I am simply a user, happy for you to check my GitHub to see the usage
dist-epoch•1w ago
When people say Macs are a great computer, are they astro-turfing?

When they say "just switch from Windows to Linux", are they astro-turfing Linux?

zingar•1w ago
The “astro-turfing” term is new to me, what does that mean?
ceejayoz•1w ago
You're one of today's lucky 10k. (https://xkcd.com/1053/)

https://en.wikipedia.org/wiki/Astroturfing

dist-epoch•1w ago
Both Ralph loops and Taskmaster are just sub-components of Gas Town (and soon Gas City).
xnx•1w ago
Gas Country! Gas World! Gaslaxy!
zingar•1w ago
The complexity aspect of the planning is one aspect I’d been missing. It fits nicely next to “list assumptions and then check them” and “finish one f#%^ing thing at a time” advice that I give to human teams which is also a struggle for agents.
xR0am•1w ago
Yes it’s really good because agents are great at unique goals, not so much when tasks touch too many sub goals
MuLi01134•1w ago
What both Ralph Loops and Taskmaster miss: Vetted planning processes to ensure you thought through all the details that need to be in the tasks. Did the plans generated by the tools think through all the security, data modeling, performance gaps, and so many other checklists of considerations?

If it's not baked in, the AI may be skipping over it. You'd have no idea until you run into something ugly.

xR0am•1w ago
Yes agree that’s why my PRD gets vetted by another agent before I even start breaking it down. Takes all dimensions you mentioned. Happy to share more about this if other are interested
cadamsdotcom•1w ago
> Without proper task sequencing, agents kept stepping on each other. Which leads to the obvious question: what exactly does each tool give you?

In Gas Town, they “agent their way out” - it has a different type of worker that merges work and if needed can creatively rewrite completed work to suit the new state of a fast moving codebase.

So- sometimes even folks who build agent tools miss chances to take themselves out of the loop! But it’s one of the most powerful ways to scale yourself.

xR0am•1w ago
interesting, didnt know about gas town, will look into it more