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Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
197•yi_wang•7h ago•78 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
93•RebelPotato•6h ago•24 comments

Roger Ebert Reviews "The Shawshank Redemption"

https://www.rogerebert.com/reviews/great-movie-the-shawshank-redemption-1994
17•monero-xmr•3h ago•4 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
284•valyala•15h ago•55 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
223•mellosouls•17h ago•378 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
95•swah•4d ago•175 comments

The Architecture of Open Source Applications (Volume 1) Berkeley DB

https://aosabook.org/en/v1/bdb.html
22•grep_it•5d ago•2 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
180•surprisetalk•14h ago•181 comments

LineageOS 23.2

https://lineageos.org/Changelog-31/
33•pentagrama•3h ago•7 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
189•AlexeyBrin•20h ago•36 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
191•vinhnx•18h ago•19 comments

Brookhaven Lab's RHIC concludes 25-year run with final collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
79•gnufx•13h ago•62 comments

uLauncher

https://github.com/jrpie/launcher
19•dtj1123•4d ago•0 comments

Substack confirms data breach affects users’ email addresses and phone numbers

https://techcrunch.com/2026/02/05/substack-confirms-data-breach-affecting-email-addresses-and-pho...
49•witnessme•4h ago•14 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
352•jesperordrup•1d ago•104 comments

Wood Gas Vehicles: Firewood in the Fuel Tank (2010)

https://solar.lowtechmagazine.com/2010/01/wood-gas-vehicles-firewood-in-the-fuel-tank/
45•Rygian•2d ago•16 comments

Moroccan sardine prices to stabilise via new measures: officials

https://maghrebi.org/2026/01/27/moroccan-sardine-prices-to-stabilise-via-new-measures-officials/
3•mooreds•5d ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
97•momciloo•15h ago•23 comments

First Proof

https://arxiv.org/abs/2602.05192
143•samasblack•17h ago•87 comments

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
600•theblazehen•3d ago•218 comments

Al Lowe on model trains, funny deaths and working with Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
112•thelok•16h ago•24 comments

The Scriptovision Super Micro Script video titler is almost a home computer

http://oldvcr.blogspot.com/2026/02/the-scriptovision-super-micro-script.html
10•todsacerdoti•6h ago•1 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
335•1vuio0pswjnm7•21h ago•542 comments

Show HN: A luma dependent chroma compression algorithm (image compression)

https://www.bitsnbites.eu/a-spatial-domain-variable-block-size-luma-dependent-chroma-compression-...
43•mbitsnbites•3d ago•6 comments

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
916•klaussilveira•1d ago•277 comments

FDA intends to take action against non-FDA-approved GLP-1 drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
123•randycupertino•10h ago•250 comments

Selection rather than prediction

https://voratiq.com/blog/selection-rather-than-prediction/
38•languid-photic•4d ago•20 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
173•speckx•4d ago•258 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
307•isitcontent•1d ago•39 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
98•chwtutha•5h ago•26 comments
Open in hackernews

Debdelta

https://debdelta.debian.net/
42•Bogdanp•5mo ago

Comments

king_geedorah•5mo ago
I'm curious if anybody has used this for their own systems and if the savings were substantial. Fedora used something seemingly equivalent (deltarpms) by default in dnf until last year[1] and the rationale for removing it seemed to be based at least in part on the idea that the savings were not substantial enough.

[1] https://fedoraproject.org/wiki/Changes/Drop_Delta_RPMs

ramses0•5mo ago
It plays well with the Debian reproducible builds stuff to weed out as much non-essential variation as possible.

For certain packages, I'm guessing the byte-savings could be near-infinite. Already programs are encouraged to ship `foo` (potentially arch dependent) and `foo-data`, but imagine updating "just one font" in a blob of fonts, and not having to re-download _all_ other fonts in the package.

For some interpreted-language packages, these deltas would be nearly as efficient as `git` diffs. `M-somefile.js`, A-new file.js` and just modify the build timestamps on the rest...

The answer to your question should be relatively straightforward: just run it on a base/default major version upgrade and see how many MB of files have the same `md5` between releases?

sitkack•5mo ago
It could have really nice observability properties if the delta is transparent and you can see what is flowing by. In this regard, the space savings would be a nice side effect.
pabs3•5mo ago
I've used this, I think it depends on what speed the connection to your Debian mirror is. It and the apt meta-data diffs definitely helped when I had slower Internet.

IIRC Google does something similar for Chrome browser updates.

Sesse__•5mo ago
Well, like everything else: Is bandwidth your primary problem, or is CPU? Whenever I run apt now, download time is nearly nil but installation time is forever. Increasing installation time (and complexity, and disk space and cacheability on the mirrors) for saving some download time is unlikely to be a good tradeoff. Of course, if you are stuck with severely metered 2G somewhere in the woods, you may very well think differently. :-)

Similarly, I've turned off pdiffs everywhere; it just isn't worth it.