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How do teams prevent duplicate LLM API calls and token waste?

1•cachelogic•2m ago•0 comments

Agentic open-source local news comedian (Pydantic, Llama 3.1)

https://github.com/jeffjbowie/Local-News-Comedian-Agent
1•Veritaco•5m ago•0 comments

The First Multi-Behavior Brain Upload

https://theinnermostloop.substack.com/p/the-first-multi-behavior-brain-upload
1•bwjx•7m ago•0 comments

The Art of Dailiness, by Michael Bierut

https://www.itsnicethat.com/features/michael-bierut-the-art-of-dailiness-advice-education-creativ...
1•jruohonen•7m ago•0 comments

Fine I'll Try Linux One More Time [video]

https://www.youtube.com/watch?v=kluoZ9RhmVo
1•eldaisfish•8m ago•0 comments

Coworker Isn't the Enemy–Why Compete with Them?

1•01-_-•8m ago•0 comments

Sometimes the simple ideas are the most effective

https://www.trustle.online
1•cdotkay•9m ago•1 comments

Spirals – Or Visualizing Cycles and Patterns

https://uditsaxena.bearblog.dev/spirals-cycles-patterns/
1•wavelander•9m ago•0 comments

Show HN: I wrote a script to customise Hacker News with bigger fonts and skins

https://github.com/susam/hnskins
1•susam•10m ago•0 comments

I used pulsar detection techniques to turn a phone into a watch timegrapher

https://www.chronolog.watch/timegrapher
1•tylerjaywood•13m ago•1 comments

AI-Powered F1 Predictions

https://danielfinch.co.uk/words/2026/03/06/ai-f1-predictions/
1•danielsamuels•13m ago•1 comments

The MacBook Neo drops: What I'm doing to get it

https://www.sonka.io/wishlist/survival-funds-376a71
1•chiswanjo•15m ago•0 comments

Google PM open-sources Always On Memory Agent, ditching vector databases

https://venturebeat.com/orchestration/google-pm-open-sources-always-on-memory-agent-ditching-vect...
1•antigrav_kids•16m ago•2 comments

Full Circle: How AI Agents Are Bringing Back the Age of the Designer

http://bodgerwashere.blogspot.com/2026/03/full-circle-how-ai-agents-are-bringing.html
1•jlbprof•17m ago•0 comments

Sendbuilds: Build and deploy any GitHub repo with one command

https://github.com/Sendara/sendbuilds
1•notsliver•18m ago•0 comments

Uber CEO on culture: expects weekend email replies, will push out non-performers

https://fortune.com/2026/03/04/uber-ceo-dara-khosrowshahi-rejects-work-life-balance-staffers-resp...
3•nickvec•18m ago•1 comments

Extinction by Optimization: Tech Monopolies and the South Korea Trajectory

https://natansessays.com/posts/the-sterile-american-empire/
1•JhonOliver•20m ago•1 comments

Teaching Claude Code to run commands in Neovim

https://fredrikaverpil.github.io/blog/2026/03/07/teaching-claude-code-to-run-commands-in-neovim/
1•fredrikaverpil•20m ago•0 comments

Show HN: I Made OpenClaw for Coding – ClawCode

https://clawcode.app
1•pvisilias•24m ago•0 comments

On Being a Dad

https://www.derekthompson.org/p/three-reasons-to-be-a-parent
1•NaOH•25m ago•0 comments

Knuth Claude's Cycles note update: problem now fully solved by LLMs

https://www-cs-faculty.stanford.edu/~knuth/papers/claude-cycles.pdf?updated
3•fs123•26m ago•2 comments

Gumlet CLI and Skills: Upload and manage videos with agents

https://github.com/gumlet/cli
1•adityapatadia•27m ago•0 comments

Show HN: Rust primitives for AI agents, LLM infrastructure, and financial data

https://github.com/Mattbusel/rust-crates
1•Shmungus•28m ago•0 comments

Maybe the easily method to start with LLMs?

https://github.com/skorotkiewicz/rmux-rs
2•modinfo•28m ago•0 comments

An Uncomfortable Emotion That's Worth Feeling

https://www.theatlantic.com/newsletters/2026/03/boredom-attention-meaning/686286/
3•nativeit•29m ago•0 comments

LineageOS 22.2 for BlackBerry KEY2

https://xdaforums.com/t/rom-15-unofficial-beta-athena-lineageos-22-2-for-blackberry-key2.4777062/
1•hggh•31m ago•0 comments

Reinsurers Triple Ship Insurance Costs After US Torpedo Attack

https://www.bloomberg.com/news/articles/2026-03-06/reinsurers-scrap-war-risk-cover-after-us-torpe...
3•JumpCrisscross•32m ago•0 comments

Show HN: Ytm-player – A cross-platform TUI+CLI YouTube Music player in Python

https://github.com/peternaame-boop/ytm-player
3•pnaame•33m ago•0 comments

Troops Mass as Landlocked Ethiopia Chases Access to the Sea

https://www.wsj.com/world/africa/troops-mass-as-landlocked-ethiopia-chases-access-to-the-sea-211e...
2•JumpCrisscross•33m ago•0 comments

Show HN: StreetSeekr a Street View scavenger hunt

https://streetseekr.com/
1•leeschmalz•35m ago•0 comments
Open in hackernews

Ask HN: Can we talk about AI Astroturfing?

8•overgard•1h ago
Well first, I don't mean this as a shot at the mods that do a great job.

I'm noticing a lot of posts and comments around AI seem like industry plants. Look, I recognize that people are excited about AI and want to share their perspectives, and I'm not trying to accuse people that disagree with me of being industry plants, but the recent one about "I love coding at 60 now because of Claude Code!" by a new user with "cc" at the end of their name seems a LITTLE suspicious. As is the number of upvotes -- I can understand how a new model gets a lot of excitement, but a stranger on the internet enjoying the new model doesn't seem like 800 points worthy?

I'm not trying to spark a controversy here, but I'm wondering if others feel the same or if I'm just overreacting.

Comments

cianuro_•1h ago
To me this is another sign the written word is dead.

With so many mechanisms for creating users and posting en masse, I find it really hard to believe the contents of any comment or post I read that goes past a paragraph or two. And of course I am still skeptical even if it is less than 2 paragraphs of text.

I find the contents of that specific post hard to believe. Specially since the user hasn't participated in the conversation at all.

I like this place a lot and it saddens me we are just going to see more of this.

maxwg•1h ago
Do you have links to examples? I normally lurk HN, but I can't say I've seen much of this popup to the front page at least.

I'd say the bigger problem would be AI posters/commentors, though I've not seen as much of them versus certain subreddits which are just probably more bots than human...

Jtsummers•56m ago
They're referencing the current top link under Ask HN right now, easy to find but here's the link: https://news.ycombinator.com/item?id=47282777

It spent a good bit of time on the front page yesterday and is still there today.

maxwg•46m ago
Ah yeah I just found it too! I'm a couple days OOTL!

For this one - it's tough. It definitely started a conversation. The 'cc' part of the name is sus, but on the internet, its impossible to verify the truth of any post. But the counterpoint is - if for some reason Anthropic wanted to fund a large scale astroturfing op -- why make is so obvious with cc postfixes?

uberman•1h ago
I'm guilty of upvoting that and in fact I did not even read it. Here is the thing though. I'm older, not 60 but older for a coder and the sentiment in the title alone resonates with me. If I upvoted it then I can see many others doing so. Is it worth 600 points? I dont know but it was worth 1 from me.
skydhash•47m ago
One of the things that I've noticed more the last year is the use of downvotes for disagreement. I believed downvotes were more about flagging for disruptions. I rarely upvote other for something that I truly agree (I equate it to full applause from me) and I downvoted (even rarer) things that derails the thread.
Jtsummers•29m ago
"Downvotes for disagreement" have been a hot topic of discussion and complaint on HN for a very long time.

https://news.ycombinator.com/item?id=2020612 - Discussion from December 2010, for one example. Downvotes are used for a variety of reasons whether we like it or not, and without a substantial change to the way HN works that will continue to be the case.

cal_dent•31m ago
It's one of those things where I feel the same thing but at the same time also question whether I'm overreacting to. Sort of in a similar way where there is so much stuff that feels like it's ai written (with little or no attempt to even tweak it from the immediate ai output) out in the real world Internet spaces.

I don't know. It all feels quite unstable in a gaslighty way. All I can really is I suspect the world is not ready for llm advertising and the unintended consequences from the drift to it is going to be wild

Jtsummers•26m ago
Hide, flag, or ignore. We've always had hype content (cryptocurrency content, for instance) and spam content on this site. Just flag it (to drop its ranking, especially if you think it is spam or doesn't belong here), hide it (if you think it could belong here but are uninterested in it), or ignore it (same as hiding, but you'll still have to scroll past it).