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Knowledge-Creating LLMs

https://tecunningham.github.io/posts/2026-01-29-knowledge-creating-llms.html
1•salkahfi•18s ago•0 comments

Maple Mono: Smooth your coding flow

https://font.subf.dev/en/
1•signa11•7m ago•0 comments

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

https://patents.google.com/patent/US5496962A/en
1•GaryBluto•14m 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
3•keepamovin•15m ago•1 comments

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

https://github.com/justin55afdfdsf5ds45f4ds5f45ds4/EmpusaAI
1•justinlord•18m ago•0 comments

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

https://github.com/0xdeadbeefnetwork/sigil-web
2•sickthecat•20m 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•20m ago•0 comments

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

https://minddraft.ai
2•imthepk•25m ago•0 comments

How do you estimate AI app development costs accurately?

1•insights123•26m ago•0 comments

Going Through Snowden Documents, Part 5

https://libroot.org/posts/going-through-snowden-documents-part-5/
1•goto1•27m ago•0 comments

Show HN: MCP Server for TradeStation

https://github.com/theelderwand/tradestation-mcp
1•theelderwand•29m ago•0 comments

Canada unveils auto industry plan in latest pivot away from US

https://www.bbc.com/news/articles/cvgd2j80klmo
2•breve•30m ago•1 comments

The essential Reinhold Niebuhr: selected essays and addresses

https://archive.org/details/essentialreinhol0000nieb
1•baxtr•33m ago•0 comments

Rentahuman.ai Turns Humans into On-Demand Labor for AI Agents

https://www.forbes.com/sites/ronschmelzer/2026/02/05/when-ai-agents-start-hiring-humans-rentahuma...
1•tempodox•35m ago•0 comments

StovexGlobal – Compliance Gaps to Note

1•ReviewShield•38m ago•1 comments

Show HN: Afelyon – Turns Jira tickets into production-ready PRs (multi-repo)

https://afelyon.com/
1•AbduNebu•39m ago•0 comments

Trump says America should move on from Epstein – it may not be that easy

https://www.bbc.com/news/articles/cy4gj71z0m0o
6•tempodox•39m ago•2 comments

Tiny Clippy – A native Office Assistant built in Rust and egui

https://github.com/salva-imm/tiny-clippy
1•salvadorda656•44m ago•0 comments

LegalArgumentException: From Courtrooms to Clojure – Sen [video]

https://www.youtube.com/watch?v=cmMQbsOTX-o
1•adityaathalye•47m ago•0 comments

US moves to deport 5-year-old detained in Minnesota

https://www.reuters.com/legal/government/us-moves-deport-5-year-old-detained-minnesota-2026-02-06/
8•petethomas•50m ago•3 comments

If you lose your passport in Austria, head for McDonald's Golden Arches

https://www.cbsnews.com/news/us-embassy-mcdonalds-restaurants-austria-hotline-americans-consular-...
1•thunderbong•54m ago•0 comments

Show HN: Mermaid Formatter – CLI and library to auto-format Mermaid diagrams

https://github.com/chenyanchen/mermaid-formatter
1•astm•1h ago•0 comments

RFCs vs. READMEs: The Evolution of Protocols

https://h3manth.com/scribe/rfcs-vs-readmes/
3•init0•1h ago•1 comments

Kanchipuram Saris and Thinking Machines

https://altermag.com/articles/kanchipuram-saris-and-thinking-machines
1•trojanalert•1h ago•0 comments

Chinese chemical supplier causes global baby formula recall

https://www.reuters.com/business/healthcare-pharmaceuticals/nestle-widens-french-infant-formula-r...
2•fkdk•1h ago•0 comments

I've used AI to write 100% of my code for a year as an engineer

https://old.reddit.com/r/ClaudeCode/comments/1qxvobt/ive_used_ai_to_write_100_of_my_code_for_1_ye...
2•ukuina•1h ago•1 comments

Looking for 4 Autistic Co-Founders for AI Startup (Equity-Based)

1•au-ai-aisl•1h ago•1 comments

AI-native capabilities, a new API Catalog, and updated plans and pricing

https://blog.postman.com/new-capabilities-march-2026/
1•thunderbong•1h ago•0 comments

What changed in tech from 2010 to 2020?

https://www.tedsanders.com/what-changed-in-tech-from-2010-to-2020/
3•endorphine•1h ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•Anon84•1h ago•0 comments
Open in hackernews

Streaming compression beats framed compression

https://bou.ke/blog/compressed/
36•bouk•1mo ago

Comments

lambdaloop•1mo ago
Does streaming compression work if some packets are lost or arrive in a different order? Seems like the compression context may end up different on the encoding/decoding side.. or is that handled somehow?
duskwuff•1mo ago
It sounds as though the data is being transferred over HTTP, so packet loss/reordering is all handled by TCP.
dgoldstein0•1mo ago
Yes, or by http3's in order guarantees on the individual streams (as http3 is udp)
dgoldstein0•1mo ago
I think the underlying protocol would have to guarantee in order delivery - either via tcp (for http1, 2, or spdy), or in http3, within a single stream.
gkbrk•1mo ago
WebSockets [1] run over TCP, and the messages are ordered.

There is RFC 9220 [2] that makes WebSockets go over QUIC (which is UDP-based). But that's still expected to expose a stream of bytes to the WebSocket, which still keeps the ordering guarantee.

[1]: https://datatracker.ietf.org/doc/html/rfc6455

[2]: https://datatracker.ietf.org/doc/rfc9220/

duskwuff•1mo ago
Before you get too excited, keep two things in mind:

1) Using a single compression context for the whole stream means you have to keep that context active on the client and server while the connection is active. This may have a nontrivial memory cost, especially at high compression levels. (Don't set the compression window any larger than it needs to be!)

2) Using a single context also means that you can't decompress one frame without having read the whole stream that led up to that. This prevents some possible useful optimizations if you're "fanning out" messages to many recipients - if you're compressing each message individually, you can compress it once and send the same compressed message to every recipient.

adzm•1mo ago
The analogy to h264 in the original post is very relevant. You can fix some of the downsides by using the equivalent of keyframes, basically. Still a longer context than a single message but able to be broken up for recovery or etc.
yellow_lead•1mo ago
> This may have a nontrivial memory cost, especially at high compression levels. (Don't set the compression window any larger than it needs to be!)

It sounds like these contexts should be cleared when they reach a certain memory limit, or maybe reset periodically, i.e every N messages. Is there another way to manage the memory cost?

treyd•1mo ago
That's a misunderstanding. Compression algorithms are typically designed with a tunable state size paramter. The issue is if you have a large transfer that might have one side crash and resume, you need to have some way to persist the state to be able to pick up where you left off.
michaelt•1mo ago
LZ77 compression (a key part of gzip and zip compression) uses a 'sliding window' where the compressor can tell the decompressor 'repeat the n bytes that appeared in the output stream m bytes ago'. The most widely used implementation uses a 15 bit integer for m - so the decompressor never needs to look more than 32,768 bytes back in its output stream.

Many compression standards include memory limits, to guarantee compatibility, and the older the standard the lower that limit is likely to be. If the standards didn't dictate this stuff, DVD sellers could release a DVD that needed a 4MB decompression window, and it'd fail to play on players that only had 2MB of memory - setting a standard and following it avoids this happening.

efitz•1mo ago
When I worked at Microsoft years ago, me and my team (a developer and a tester) built a high volume log collector.

We used a streaming compression format that was originally designed for IBM tape drives.

It was fast as hell and worked really well, and was gentle on CPU and it was easy to control memory usage.

In the early 2000s on a modest 2-proc AMD64 machine we ran out of fast Ethernet way before we felt CPU pressure.

We got hit by the SOAP mafia during Longhorn; we couldn’t convince the web services to adopt it; instead they made us enshittify our “2 bytes length, 2 bytes msgtype, structs-on-the-wire” speed demon with their XML crap.

masklinn•1mo ago
Surely that is obvious to anyone who has compared zip and tgz?
skulk•1mo ago
MUD clients and servers use MCCP which is essentially keeping a zlib stream open, adding text to it, and flushing it whenever something is received. I think this has been around since 2000.

https://tintin.mudhalla.net/protocols/mccp/

vlovich123•1mo ago
Using zstd with a tuned small file custom dictionary probably gets you most of the benefit without giving up independence of compression.
bob1029•1mo ago
There is a proposal out there for serving & using custom compression dictionaries over HTTP:

https://www.ietf.org/archive/id/draft-ietf-httpbis-compressi...

almaight•1mo ago
mwss https://github.com/go-gost/x/blob/master/dialer/mws/dialer.g...