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Ask HN: Have AI companies replaced their own SaaS usage with agents?

1•tuxpenguine•35s ago•0 comments

pi-nes

https://twitter.com/thomasmustier/status/2018362041506132205
1•tosh•2m ago•0 comments

Show HN: Crew – Multi-agent orchestration tool for AI-assisted development

https://github.com/garnetliu/crew
1•gl2334•2m ago•0 comments

New hire fixed a problem so fast, their boss left to become a yoga instructor

https://www.theregister.com/2026/02/06/on_call/
1•Brajeshwar•4m ago•0 comments

Four horsemen of the AI-pocalypse line up capex bigger than Israel's GDP

https://www.theregister.com/2026/02/06/ai_capex_plans/
1•Brajeshwar•4m ago•0 comments

A free Dynamic QR Code generator (no expiring links)

https://free-dynamic-qr-generator.com/
1•nookeshkarri7•5m ago•1 comments

nextTick but for React.js

https://suhaotian.github.io/use-next-tick/
1•jeremy_su•7m ago•0 comments

Show HN: I Built an AI-Powered Pull Request Review Tool

https://github.com/HighGarden-Studio/HighReview
1•highgarden•7m ago•0 comments

Git-am applies commit message diffs

https://lore.kernel.org/git/bcqvh7ahjjgzpgxwnr4kh3hfkksfruf54refyry3ha7qk7dldf@fij5calmscvm/
1•rkta•10m ago•0 comments

ClawEmail: 1min setup for OpenClaw agents with Gmail, Docs

https://clawemail.com
1•aleks5678•16m ago•1 comments

UnAutomating the Economy: More Labor but at What Cost?

https://www.greshm.org/blog/unautomating-the-economy/
1•Suncho•23m ago•1 comments

Show HN: Gettorr – Stream magnet links in the browser via WebRTC (no install)

https://gettorr.com/
1•BenaouidateMed•24m ago•0 comments

Statin drugs safer than previously thought

https://www.semafor.com/article/02/06/2026/statin-drugs-safer-than-previously-thought
1•stareatgoats•26m ago•0 comments

Handy when you just want to distract yourself for a moment

https://d6.h5go.life/
1•TrendSpotterPro•28m ago•0 comments

More States Are Taking Aim at a Controversial Early Reading Method

https://www.edweek.org/teaching-learning/more-states-are-taking-aim-at-a-controversial-early-read...
1•lelanthran•29m ago•0 comments

AI will not save developer productivity

https://www.infoworld.com/article/4125409/ai-will-not-save-developer-productivity.html
1•indentit•34m ago•0 comments

How I do and don't use agents

https://twitter.com/jessfraz/status/2019975917863661760
1•tosh•40m ago•0 comments

BTDUex Safe? The Back End Withdrawal Anomalies

1•aoijfoqfw•43m ago•0 comments

Show HN: Compile-Time Vibe Coding

https://github.com/Michael-JB/vibecode
5•michaelchicory•45m ago•1 comments

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

https://github.com/O0000-code/Ensemble
1•IO0oI•49m ago•1 comments

PR to support XMPP channels in OpenClaw

https://github.com/openclaw/openclaw/pull/9741
1•mickael•49m ago•0 comments

Twenty: A Modern Alternative to Salesforce

https://github.com/twentyhq/twenty
1•tosh•51m ago•0 comments

Raspberry Pi: More memory-driven price rises

https://www.raspberrypi.com/news/more-memory-driven-price-rises/
2•calcifer•56m ago•0 comments

Level Up Your Gaming

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

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

https://itsfoss.com/news/di-day-celebration/
3•MilnerRoute•1h ago•0 comments

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

https://MyAffirmations.Guru
4•alaserm•1h 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•1h 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•1h ago•0 comments

Facebook seemingly randomly bans tons of users

https://old.reddit.com/r/facebookdisabledme/
1•dirteater_•1h ago•2 comments

Global Bird Count Event

https://www.birdcount.org/
1•downboots•1h ago•0 comments
Open in hackernews

COBOL to Kotlin via Formal Models (IR and Alloy and Golden Master)

https://marcoeg.medium.com/from-cobol-to-kotlin-795920b1f371
62•marcoeg•3mo ago

Comments

marcoeg•3mo ago
I’ve been experimenting with formal, verifiable modernization and taking a small COBOL batch program and translating it through an intermediate representation and Alloy formal model into Kotlin, while proving equivalence with the legacy output.

Repo: https://github.com/marcoeg/cobol-modernization-playbook

Would love feedback from people who’ve worked on reverse engineering or legacy transformations at scale.

tshanmu•2mo ago
how are you creating the IR?
kvemkon•2mo ago
> formal, verifiable modernization

Would it be possible to do the same to modernize a Kotlin program becoming legacy in the future to something even more modern?

tadfisher•2mo ago
The code is slop, correct?

All the inputs and outputs are hardcoded. The code doesn't do anything except write hardcoded strings to files. Am I mistaken?

marcoeg•3mo ago
Source code: https://github.com/marcoeg/cobol-modernization-playbook
dfboyd•2mo ago
Isn't the first code sample pasted in there twice?
Jtsummers•2mo ago
Yes, starting at:

  STOP RUN.```cobol
Then the code repeats.
bigdatajs•2mo ago
The problem I have with all Cobol translation models is that it completely ignores the actual modernization of the system. You've traded one type of syntactic sugar with another.
agumonkey•2mo ago
you mean cobol 2002+ revisions ?
mike_hearn•2mo ago
I think they mean that "COBOL" is often used as a synonym for old mainframe based software. The language isn't the biggest issue with such systems, usually. Any programmer can learn COBOL, just translating one syntax to another doesn't buy you much. It's also about the hardware the stuff runs on, the database systems, the job schedulers, etc.
agumonkey•2mo ago
oh right, fair point
djoldman•2mo ago
> 1. Both systems run with the same fixed input files (data/accounts.dat, data/txns.dat).

> 2. Each writes its results to out/accounts_out_*.dat.

> 3. Python scripts convert fixed-width output to CSV and compute SHA-256 checksums.

> 4. If the hashes match — behavior is proven identical.

Step 3 above introduces the possibility that the python scripts alter the output in such a way that the outputs don't actually match prior to the python.

I'm curious why step 3 is not "If the two outputs match — behavior is proven identical."

drob518•2mo ago
From the article:

> This enduring reliance exists not out of nostalgia, but necessity: COBOL’s reliability, stability, and the prohibitive cost and risk of replacing decades of deeply integrated logic make it one of the most mission-critical technologies ever built.

That sentence struck me as odd. Is COBOL any more "reliable" or "stable" than any other language? I'm no COBOL expert, but when I've looked at it and read about how it works, it seems rather verbose and mundane. That's not unexpected; it was developed in a different era with different sensibilities.

skissane•2mo ago
Historically, COBOL lacked dynamic memory allocation-all data structures were fixed size and allocated at program startup. Although COBOL now has the equivalent of malloc/free, its long-time absence encouraged a coding style of using it sparingly-which does make a whole class of bugs less common in COBOL programs
bhawks•2mo ago
Yes no dynamic memory allocation, however there still are many ways to ABEND your COBOL program. The reliability aspect comes from the fact that these systems have been running for 40+ years, and places where it could have ABEND'd probably have been fixed [hopefully].
drob518•2mo ago
Okay, sure, but neither of those things are specific to COBOL. You can write C programs that allocate all memory statically and chase down every core dump over time and have a very reliable C program. Or better yet use Lisp or even Java with GC, if you find C too unsafe.
skissane•2mo ago
Programming languages are a bit like natural languages-they aren’t purely systems of formal rules, they are also usage patterns-there are lots of sentences which are formally correct English, but which few English speakers would ever construct-valid syntax and semantics, but stylistically and pragmatically abnormal. In the same way, a programming language is more than just the set of strings accepted by its compiler, it is a culture-language A may produce (in practice) more reliable code than B, not because of its feature set, but due to the cultural baggage that comes with it-but in a broader sense of “language”, that culture is part of the language too.
rdc12•2mo ago
With C in the embedded world it is very common to write entire applications that never only use static memory and the stack. Sometime programmers will allow dynamic memory during init only, other times not even then (I tend to favour the never approach, as I can verify that malloc is never called anywhere).
bhawks•2mo ago
Having COBOL sources which match whats running in production is a load bearing assumption :).