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A Tale of AI Betrayal and Snapshotting Victory

https://makc.co/essays/gpt-clusterfuck/
3•makc•2h ago

Comments

Imustaskforhelp•1h ago
I had once lost my LUKS encryption key to StackOverflow effectively making me lose all the data that I had within that disk. It was only when I had scrolled down the article AFTER running the command, that I saw warning: your data will be unrecoverable and I panicked (I then used chatgpt but to no avail, and I feel like it might've made things worse even)

Anyhow, I think a larger lesson is to have a full context on what a command does before running it (reading what it does). With or without AI, Personally I feel like AI could've betrayed me there too.

Also, welcome to hyprland, I used to be on hyprland too and it was really good too but now I am on niri on my desktop. I recommend you to test it out within a virtual machine (I recommend using cachyos niri, I even have made an operating system fork of cachy which directly boots into niri)

Another point but one of the most frustrating experiences with AI is something which happened to me quite recently where I accidentally deleted a folder because I had put it out of ghostty into my desktop and I thought that it copied rather than moved and deleted it, even with recovery, I lost the .git/.jj files which was painful to recover from and also I hadn't really used git for the project from the start so there were some files that were a bit lost during that as they got updated by AI give worse code with more bugs and editing a previously good file

So one of the lessons I feel like taking from this is that I am looking at using something like auto-restic with 1 minute frequency to do backups of my project folder to another folder just in case and to always use git from the start and to suggest any LLM if I am using AI to always use git.

I feel like AI are quite fickle, I have seen them sometimes have a stroke of brilliance but sometimes they are really dumb even for the same thing.

> While the ultimate resolution of this story was 100% me setting up a DNS level block on ChatGPT's website

Love this line from your blog ;)

TLDR: Backups are amazing thing, I feel like we ignore them but backups/snapshots are awesome, you never know what might happen. Good to know that your story had an happy ending :-)

Hello

https://hacker-news.firebaseio.com/v0/newstories.json?print=pretty
1•madagha•4m ago•0 comments

Show HN: Free AI Business Name Generator with Domain Screening

https://noetron.ai/namegen
1•noetron•6m ago•1 comments

Auto read and summarize bookmarked X posts and Substack newsletters – feedback?

https://readingnotes.ai/producthunt
1•secondmod•14m ago•0 comments

How Paris swapped cars for bikes – and transformed its streets

https://www.theguardian.com/world/2026/apr/05/how-paris-swapped-cars-for-bikes-and-remade-its-str...
2•vrganj•19m ago•0 comments

On the brink of disaster

https://www.taxresearch.org.uk/Blog/2026/04/06/on-the-brink-of-disaster/
2•only_in_america•19m ago•0 comments

Number in man page titles e.g. sleep(3)

https://lalitm.com/til-number-in-man-page-titles-e-g-sleep-3/
2•thunderbong•24m ago•0 comments

Verbatim 140W GAN: One of the first chargers with USB PD 3.2 AVS (SPR) support

https://charge-test.com/verbatim-mini-gan-charger-140w-review-one-of-the-first-chargers-with-full...
1•StainX•25m ago•0 comments

Show HN: I built an Open-source Dropbox/Google Drive BOYB(Bring your own bucket)

https://github.com/zmeyer44/Locker
1•Zm44•25m ago•0 comments

Talk about PPU (Parallel Processing Unit) increasing CPU speeds exponentially

https://www.youtube.com/watch?v=ZiQxxzCHLvo
1•openhw•28m ago•0 comments

Industrial Policy for the Intelligence Age

https://openai.com/index/industrial-policy-for-the-intelligence-age/
1•salkahfi•30m ago•0 comments

Avoid Concatenation in Log Statements

https://blog.bonnieeisenman.com/blog/avoid-concatenation-in-log-statements/
1•luu•31m ago•0 comments

Show HN: Beat Darwin

1•ecosystemj•32m ago•0 comments

Show HN: I built lightweight LLM tracing tool with CLI

https://github.com/SKE-Labs/lightrace
2•skele•32m ago•1 comments

GlueClaw: Use Claude subscription in OpenClaw again

https://github.com/zeulewan/glueclaw
1•zeulewan•33m ago•1 comments

Show HN: Browser-based EXIF remover – no upload, runs offline via WASM

https://picshift.app/metadata-remover/
2•pod4g•37m ago•0 comments

Drug safety intelligence API – 1M+ FDA adverse events in one call

https://pharma-signal.com
1•Niteowlpt•39m ago•0 comments

Show HN: I just built a MCP Server that connects Claude to all your wearables

https://pacetraining.co/
3•anton_salcher•40m ago•4 comments

Tips and tricks to avoid cloning in Rust

https://antoine.vandecreme.net/blog/avoiding-clone/
1•avandecreme•43m ago•0 comments

Ask HN: How do you escape golden handcuffs at FAANG?

2•oumua_don17•44m ago•6 comments

RISC-V Linux BusyBox Single Board Notebook

https://tomlarkworthy.github.io/lopebooks/notebooks/@tomlarkworthy_linux-sbc.html
1•tlarkworthy•48m ago•0 comments

Career-Ops: How I Built My Own AI Job Search Tool

https://santifer.io/career-ops-system
1•futurecat•49m ago•0 comments

Making Gamedev Tooling For Windows 3.1 in Turbo C++ [video]

https://www.youtube.com/watch?v=-7mc-D5V4L8
1•xyproto•51m ago•0 comments

Nanoscale Vacuum-Channel Transistor

https://en.wikipedia.org/wiki/Nanoscale_vacuum-channel_transistor
1•akshatjiwan•56m ago•0 comments

Texas Republican Called Out for Sharing AI Rendering of Rescued Soldier

https://www.mediaite.com/media/news/texas-republican-called-out-for-sharing-ai-rendering-of-rescu...
2•01-_-•56m ago•0 comments

Anomaly detection with nothing but Welford's algorithm and a KV store

https://uriv.me/blog/anomaly-detection-with-welford-and-kv
3•birdculture•1h ago•0 comments

All GANs No Brakes

https://mayberay.bearblog.dev/all-gans-no-brakes/
1•mugamuga•1h ago•0 comments

Paramera modified carbon fiber hood

https://www.porsche-km.com/productinfo/192708.html
1•edl8888•1h ago•0 comments

NIMBY Rails

https://store.steampowered.com/app/1134710/NIMBY_Rails/
14•altilunium•1h ago•1 comments

Show HN: Reverse-engineered the FPGA bitstream using Claude Code

https://github.com/14sea/Cyclone_CRAM_Mapper
4•14sea•1h ago•1 comments

Hell Is a World in Which Everybody Writes Like Axios (2022)

https://newrepublic.com/article/167857/axios-smart-brevity-book-hell-world
4•Tomte•1h ago•2 comments