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Ask HN: One-Shot or Iterate?

1•indigodaddy•5h ago
Hi experienced LLM practicioners. Since I've been hearing a ton lately to reset the context/chat extremely often (some say every time!), are we supposed to be attempting to one-shot everything, even for a complicated project or a prompt with many bullet points (that often will need to iterate upon each other in order to be successful)?

Or should we be iterating one task/step at a time with the model as was/had been the more traditional/previous advice?

Things are moving so fast that it's hard to keep up. Thanks for any feedback!

Worldview – persistent strategic context for Claude Code

https://www.extremeclarity.ai/worldview
1•faizanbhat•33s ago•1 comments

The Machinery of Terror

https://chrishedges.substack.com/p/the-machinery-of-terror
1•chmaynard•48s ago•0 comments

QR Spaces – One QR and custom domain to share all your links

1•iamgaazi•50s ago•1 comments

The Subtle Injury – Being pretty good

https://tevonsb.com/thoughts/subtle-injury/
1•tevon•1m ago•1 comments

From fragmented code to consistent output with AI rules

https://www.stromcapital.fi/blog/cursor-rules
1•ronistrom•2m ago•0 comments

Why (We Don't Need To?) Care About Debt-to-GDP?

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5271557
1•neehao•3m ago•0 comments

Show HN: A MCP for controlling terminal UI apps built with bubbletea and ratatui

https://github.com/michaellee8/mcp-tui-server
1•michaellee8•5m ago•0 comments

Green Waste: Inefficient Allocation of Green Subsidies

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6048714
1•neehao•5m ago•0 comments

Mississippi Transformed Its Schools from Worst to Best

https://www.nytimes.com/2026/01/11/us/mississippi-schools-transformation.html
1•ghaff•7m ago•1 comments

Exponential growth continued – cargo-semver-checks 2025 Year in Review

https://predr.ag/blog/cargo-semver-checks-2025-year-in-review/
1•todsacerdoti•8m ago•0 comments

LLMs – Part 2: Order Matters – Positional Encoding

https://vasupasupuleti.substack.com/p/llms-part-2-order-matters-positional
1•vpasupuleti10•14m ago•1 comments

LLMs – Part 1: Tokenization and Embeddings

https://vasupasupuleti.substack.com/p/llms-part-1-tokenization-and-embeddings
1•vpasupuleti10•15m ago•1 comments

AI's Bottleneck Isn't Models or Tools, It's Security

https://zkorman.com/posts/ai-bottleneck-is-security/12
1•chillax•16m ago•1 comments

Keeping 20,000 GPUs Healthy

https://modal.com/blog/gpu-health
1•susam•17m ago•0 comments

Canada's Scaling Problem Isn't Compute, It's Coastlines

https://zeitgeistml.substack.com/p/canadas-scaling-problem-isnt-compute
4•eh_tk•18m ago•0 comments

The Curious Case of Stack Pivot Detection

https://seclists.org/oss-sec/2026/q1/48
1•todsacerdoti•18m ago•0 comments

Pigeon's Nuclear Dogshit Vaporiser

http://pigeonsnest.co.uk/stuff/nuclear-dogshit-vaporiser.html
1•joebig•26m ago•1 comments

An Ice-Covered Russian Ghost Town

https://www.theatlantic.com/photo/2021/03/photos-ice-covered-russian-ghost-town/618188/
3•samgilb•28m ago•1 comments

gRPC Streaming: Real-Time Communication That Works

https://skoredin.pro/blog/golang/grpc-streaming-golang
1•ibobev•32m ago•0 comments

Effectiveness vs. Collateral Damage in Italy's Piracy Shield

https://labs.ripe.net/author/antonio-prado/live-event-blocking-at-scale-effectiveness-vs-collater...
1•alberto-m•32m ago•0 comments

"Scholars Will Call It Nonsense" the Structure of Erich von Däniken's Argument

https://www.penn.museum/sites/expedition/scholars-will-call-it-nonsense/
4•Kaibeezy•34m ago•0 comments

Show HN: Isolated benchmarks to avoid optimization pollution (Node.js)

https://github.com/Llorx/iso-bench
1•Llorx•34m ago•0 comments

Stop Slop

https://github.com/hardikpandya/stop-slop
1•handfuloflight•35m ago•1 comments

Cuckoo Hashing

https://en.wikipedia.org/wiki/Cuckoo_hashing
1•tosh•36m ago•0 comments

Open-source iCloud Photos Downloader (AKA escape from iCloud)

https://github.com/icloud-photos-downloader/icloud_photos_downloader
17•reconnecting•36m ago•5 comments

Scientists map the human genome in 4D

https://news.northwestern.edu/stories/2025/12/scientists-map-the-human-genome-in-4d
2•airstrike•36m ago•0 comments

$RALPH – The cryptocoin promoted by creator of the "Ralph Wiggum" AI methodology

https://ralphcoin.org/
1•da_grift_shift•38m ago•1 comments

David Long's 751-point Adventure has been found

https://quuxplusone.github.io/blog/2025/12/29/long0751/
5•homarp•38m ago•1 comments

Show HN: I gamified a habit tracker to fight unhealthy eating patterns

https://whatthefood.io
1•Odeh13•40m ago•0 comments

Erich von Däniken – 14.04.1935 – 10.01.2026

https://daniken.com/en/startseite-english/
5•Kaibeezy•41m ago•1 comments