LLM stories
Large language models have moved from research curiosity to production infrastructure. This topic focuses on LLM APIs, fine-tuning, RAG pipelines, agent frameworks, and the economics of running models at scale.
HN discussions here tend to be unusually practical — benchmark comparisons, cost breakdowns, and real deployment war stories from teams shipping LLM features.
895 stories archived · Page 15 of 30
RSS feed for LLMAn approach to vulnerability observability of Go services leveraging Prometheus
github.com · 3 points · 0 comments
Zuckerberg encouraged growth over child safety, ex-Meta executive testifies
reuters.com · 87 points · 22 comments
Claude Code adds new "concise" output style setting
twitter.com · 9 points · 0 comments
Turning websites into micro CLIs for Claude Code to save on tokens
github.com · 4 points · 2 comments
Pressed Penny Machine Map
pennypresses.net · 70 points · 53 comments
Servercoin- The first decentralized cloud marketplace with reviews
2 points · 0 comments
CT RailTime, a better way to travel on CTrail
ctrailtime.com · 2 points · 0 comments
Has anyone shipped a self-modifying application with LLMs?
4 points · 13 comments
LLM-as-a-Verifier Plugin for DeepSeek Harness
github.com · 2 points · 0 comments
X's algorithm feeds off ragebait and impacts Democrats more, study finds
404media.co · 19 points · 4 comments
HRAG – Hybrid RAG on €116/month of Hetzner, officially benchmarked
hrag.app · 7 points · 0 comments
Frugal Tokens – explore costs and usage across coding agents
demo.frugaltokens.com · 20 points · 10 comments
Extensible Software in the age of LLMs
jeremymorrell.dev · 64 points · 88 comments
LLM-Shield-Proxy Zero-Egress PII Streaming Proxy (55MB RAM)
github.com · 4 points · 1 comments
Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces
arxiv.org · 25 points · 9 comments
BSDun – FreeBSD ELF support for the Linux kernel
gitlab.com · 6 points · 2 comments
The Economics and Engineering of On-Premises LLMs
cacm.acm.org · 6 points · 1 comments
LLMs .what do you smoke beforehand?
5 points · 7 comments
The most influential economist is oddly unconvincing
economist.com · 13 points · 2 comments
200B Tokens Later: A Month of Letting AI Agents Decompile MW2
momo5502.com · 7 points · 3 comments
Deft Writing, an AI lab for non-slop LLMs
deftwriting.com · 4 points · 0 comments
Tracelint – a linter for AI agent traces, no LLM judge
github.com · 3 points · 0 comments
I benchmarked LLMs on predicting knife steel properties
github.com · 2 points · 0 comments
CDC: U.S. kindergarten vaccine exemptions hit record high as coverage falls
abc45.com · 9 points · 0 comments
ChatGPT has almost stopped citing Reddit
promptwatch.com · 32 points · 19 comments
Leviath – Structured context regions for LLM agents, in one Rust binary
leviath.dev · 2 points · 0 comments
Micron, SK Commit Billions to RAM Capacity, but Almost Nothing Lands Before 2028
storagereview.com · 21 points · 3 comments
Declarative-forms – await an object the way prompt() awaits a string
wolfoo2931.github.io · 6 points · 2 comments
If you're burning tokens at scale, what are you using them for?
4 points · 3 comments
LLM City – 3D render of all Kimi K3's weights as 2.5mm tiles
magik.net · 22 points · 7 comments