LLM Structured Outputs Handbook

https://nanonets.com/cookbooks/structured-llm-outputs

#HackerNews #LLM #Structured #Outputs #Handbook #LLM #Handbook #Structured #Outputs #Machine #Learning #AI #Resources

We ran Anthropic’s interviews through structured LLM analysis

https://www.playbookatlas.com/research/ai-adoption-explorer

#HackerNews #Anthropic #Interviews #LLM #Analysis #AI #Research #Structured #Interviews

How to write a good changelog:
https://developer.wordpress.org/news/2025/11/the-importance-of-a-good-changelog/

#Dev #Developer #Changelog #Structured

🧬 Schema markup = Tajný jazyk Googlu! Hovorí mu o vašom obsahu. Rich snippets = lepšie click-through rates. 📊 Ako si ju nedáte, ostatní si ju dajú. Rozdiel medzi viditeľnosťou a skrývačom! #seo #schema #structured-data Implementujte: contentpillow.sk/blog

https://blog.gslin.org/archives/2025/11/15/12735/anthropic-%e7%9a%84-claude-%e8%a6%81%e6%94%af%e6%8f%b4-structured-output-%e4%ba%86/

Anthropic 的 Claude 要支援 structured output 了

#anthropic #api #claude #haiku #json #learning #llm #machine #ml #model #opus #output #sonnet #structured

#AromaticFougère #FragranceAddict #TomFordFragrance #Structured #ElegantScent

Having A Healthy lifestyle healthy family.
lifestyle #legally I use as much #firepower as I possibly can to wipe my #enemy out.
#Legal firepower. #healthyliving a #structured #organized #Episcopal #pagan #gothiclove #legal in today's society and #society. You have to have legal firepower includes a limited firepower legally. Especially when the #neighbors and citizens and the #spouses #family including the #spouse once everything #legit.

The rise of #AI #chatbots has rendered traditional #searchengineoptimisation (#SEO) strategies obsolete. The new approach, #generativeengineoptimisation (#GEO), focuses on creating content that is #easilycitable and #structured for AI models. This includes using bullet points, clear authorship, and original research, aiming to improve visibility in AI answers. https://nymag.com/intelligencer/article/seo-is-dead-say-hello-to-geo.html?eicker.news #tech #media #news

@rgo
I am trying out #nushell. It's really #awesome. Basically it replaces some #tools because of it's #structured #data instead of #strings.

Also try #btop it's way awesome than #htop And also gonna try #jj soon.
And of course all with #nix #shell .

@gerowen i'd say everything is pretty much quid pro quo - work, church, family, relationships - there is no free ride out there (mostly) - even experience and ip come with a price #altruism #skewered values #let's make a deal #structured welfare

https://moneywise.com/news/economy/geopolitical-expert-peter-zeihan-says-aging-americans-built-a-social-welfare-state-for-themselves-without-paying-for-it

There was no formal #onboarding process, no #structured #guidance I witnessed colleagues #bullying each other, #gaslighting their peers, and making discriminatory remarks. #toxicworkplace

Human society society operates on a structured, somehow flawed, calendar that transitions from one year to another, just as for days and weeks.

Why such a delirium last night?
Was it truly newsworthy?

#structured #breakingnews #sillynews #newyears #calendar

I'm trying out @structured for pacing - I think its "energy monitor" feature could be really useful for #MEcfs pacing. I've set our daily limit to 5 instead of 20, and I've got stuff like "eat" set to subtract energy.

My one complaint so far is that it automatically chooses *for* you how much energy it thinks something takes based on a 3-choice system plus the length of time of the task. I'd like more customization options.

This is what our tomorrow view looks like:

#Structured

Decentralizing DevRel

Link

@rye

It's difficult to know what to recommend; you haven't said why you want this data in an SQL database, or what the shape of the raw data is.

Is the data highly #structured, with defined #relationships and #keys? Do you need to do structured #queries using those relationships? If so, then yes, an SQL #database might be a good way to go - and it wouldn't take a lot of Python to do so.

Otherwise, it would help if you explained what the #data are, and what you're trying to do with them.

I’ve been trying the #Structured app to help me focus through the day. Unfortunately it’s led to epic stress when I’m not staying on target. I think I need to add #BufferTime in.

https://youtu.be/kDpQlKh87TM

@noflcl @shanmukhateja
however, just found out #automount of #SSHFS can be just a laugh thanks to #systemd.

The more I understand the more I want to thank @pid_eins for this #systemd stuff.

#systemd is like #IPv6: Looks complicated at first glance and the closer you come the more it is GREAT: #structured, #logical, #reasonable, quite simple and you NEVER want to go back to #legacy !

Thanks folks! Appreciate it.

Yeah I’d like to learn more about using #Structured on #Windows thanks very much..

Jevko for Large Language Models

https://xtao.org/blog/jevko4llm.html

I’ve been learning about LLMs a bit. After watching a recent video about LLM tokenization by Andrej Karpathy a thought appeared in my mind.

Namely: I think it might be promising to investigate Jevko-based formats as an efficient (cheap in terms of tokens) alternative to JSON/YAML/etc. for interacting with LLMs in a structured way...

#AI #LLM #Jevko #JSON #YAML #efficient #tokens #tokenization #structured