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.
898 stories archived · Page 25 of 30
RSS feed for LLMOrchard – Let AI agents set up your app's back end with one prompt
orchard-dashboard.pages.dev · 2 points · 0 comments
Day 0 Kimi-K3 Inference Deployment with Atom on AMD Instinct MI355X GPUs
amd.com · 9 points · 0 comments
PromptTrace – Free hands-on labs to practice hacking LLMs
prompttrace.airedlab.com · 3 points · 0 comments
Don't ask an LLM for a confidence score
justinflick.com · 90 points · 35 comments
Measured LLM inference speeds on Apple Silicon, with raw data (CC BY 4.0)
macyou.co · 13 points · 4 comments
Kimi K3 Now Available via Telnyx Inference API
telnyx.com · 129 points · 88 comments
The fragile foundations of CoT monitoring
web.stanford.edu · 6 points · 0 comments
Professor's invisible prompt trap catches 32/35 students cheating with AI
techspot.com · 105 points · 89 comments
Evading Residential Proxy Networks
fbi.gov · 8 points · 2 comments
Kimi K3 on vLLM: Up to 370 Tokens/sec
vllm.ai · 7 points · 0 comments
Ctxdiff – Git diff for your LLM agent's context window
github.com · 3 points · 3 comments
Truth is not a direction: a Tarski attack on LLM probes
abeljansma.nl · 110 points · 86 comments
Where do those LLM-generated outreach emails come from?
3 points · 2 comments
General Resolution: LLM Usage in Debian
debian.org · 4 points · 0 comments
ASD-STE100 Simplified Technical English for LLMs
github.com · 13 points · 3 comments
Are we having a substantial increase of "Show HN" since LLM aided coding
7 points · 4 comments
Sand battery: Finland's answer to a renewable energy headache
cnbc.com · 33 points · 9 comments
Aqua UI for the Web
github.com · 7 points · 0 comments
Wattage: A token-spend profiler and cost-regression gate for AI agents
github.com · 6 points · 2 comments
What's the best hands-on path to learn ML inference infrastructure?
5 points · 3 comments
An interactive way to exploit an LLM without going to jail
github.com · 2 points · 0 comments
Anyone else experiencing extreme Codex limits token burn rate?
2 points · 1 comments
The relay market powering token resellers and fraud
vectoral.com · 206 points · 136 comments
Hallmark – Anti-AI-Slop Design Skill for Claude Code, Cursor, and Codex
github.com · 7 points · 9 comments
CrispVoice – Studio voice enhancement that never uploads your voice
github.com · 5 points · 2 comments
Claude Code Cut Their System Prompt by 80%. Does That Work for Small Models Too?
antigma.ai · 7 points · 4 comments
VoiceScroll – a teleprompter that scrolls as you speak
voice-scroll.com · 3 points · 0 comments
I built a hypervisor and client for inference on consumer compute
scalattice.com · 2 points · 0 comments
Agentic test processes, LLM benchmarks, and other notes on agentic coding
danluu.com · 17 points · 1 comments
"Loneliness influencers" are all the rage, but everyone is wrong about them
preta6.substack.com · 5 points · 1 comments