Peter Koraca

I'm setting up Linear for my team, but I need a lightweight way to manage my own focus – basically want to “grab” a few issues for today and put them on a “Today’s todos” board/view.

How do you handle this? Labels? Custom view? Dedicated status?

#linearapp #productivity @linear

OK, let's give this a test-drive (: I'm mostly curious about what the new #xcode feels like #liquidglass #osx #macos2026 #iosdev #macosdev #apple

Looking for some screen recommendations- 32” 4k or 5k, usb-c to Macbook pro and idealy many ports in the back (extra usbc)

Apple Agent Store – Capability as a Service — PETER KORACA Speculation time! Are LLMs with their chain-of-thought capabilities opening the door to a new disruption – Capability as a Service? Imagine Siri accessing your company's API directly, no app…

Apple Agent Store Speculation time! Are LLMs with their chain-of-thought capabilities opening the door to a new disruption – Capability as a Service? Imagine Siri accessing your company's API directly, no app installation required. #aiagents #agentstore #applestore #speculation

Could this be true? Is this a bug? I’ve cleared all of my to-dos from the list today. 🥳That doesn’t happen that often. 🤣 #productivity

How I Turned Our House into an AI-Driven Escape Room for My Parents — PETER KORACA This Christmas, I crafted a hybrid escape room experience for my parents, blending real-world challenges with a touch of AI magic. Imagine a gift not just wrapped in paper, but wrapped in a journey…

When you're a creative coder who turns your house into an AI escape room for Christmas and make your parents work hard to solve AI-driven puzzles before they get their presents. Satan’s child 😈 #ai #christmas #escaperoom #digitalpuzzles

I know I often complain about Apple's documentation. But today I discovered "distantPast". Quite literally. #swift #iosdevelopment #swiftui #foundation #appledeveloper
https://buff.ly/40osuJ2

Santa brings new toys @lofree_japan_m the code is going to write itself now (: #keyboardlove #mechanicalkeyboard #lowprofilekeyboard #geekpresent #keyboardgeek

Anyone using @sketch instead of @figma nowadays? Seen some beautiful case studies (the amazing @gentler_app designers among them) using sketch, now I’m tempted to investigate further.

As we’re waiting for the Channel Tunnel train I wonder how many times will we hear “Driving home for Christmas” on our drive from London to Slovenia today/tomorrow. #roadtrip #eurotrip #crossingeurope #carjourney #longdrive

Liking the new “listen to page” addition to the reader in safari. #smallwins #llms

Wait, what? 🤔
The latest LLM chain of thought models are now trying to deceive their creators, exfiltrate their weights and deactivate oversight?!
Reading @openai o1 system card feels both inspiring and scary 😱
#ai #llms #terminator #skynet

Introducing Nuxt Icon v1 · Nuxt Blog Discover Nuxt Icon v1 - a modern, versatile, and customizable icon solution for your Nuxt projects.

Introducing Nuxt Icon v1 ✨

Read about the story behind it by @antfu.me

nuxt.com/blog/nuxt-ic...

Supa excited about trying out the new supa updates coming to @supabase edge functions. 🔌 Websockets (ai streams here we go), 🏃‍♂️ Background tasks (functions can now run in the background after you've sent a response back) and 📦 Ephemeral storage.
#webdev #serverless #edge #deno

I’m loving how Profile in @perplexity_ai makes the results 100X more contextually relevant, insightful and accurate.
I told it my occupation, code libraries I use, that I love humour, running and dogs and to always ask/tell me something I haven’t thought about. #promptengineering

👉 if you haven't completed this survey yet, and you use @vuejs.org, this would be a great (and short) survey to fill out

This is great. Where do I signup? @yonz.bsky.social

8/ The best part? All these run locally! 🚀
- Better user experience
- Improved privacy
- Lower costs
- Faster performance
#localfirst #offline #ai #localfirstai

Want to learn more? Get in touch or Read the original post https://buff.ly/4g742AY

7/ Building a semantic recommendation app? 📚
GTE Small by @supabase embeddings model is quick, performant and produces a low footprint in your database.
Perfect for suggesting similar:
- Activities
- Products
- Content
Privacy-preserving recommendations!
https://buff.ly/3ZvFv3c

6/ Body pose detection? 🤸‍♂️
ML5's bodypose makes it simple.
Perfect for fitness apps or interactive experiences.
https://buff.ly/3CT9ycg

5/ Computer Vision has been made easy 👁️
- Teachable Machine simplifies building models
- TensorFlow.js use them in the browser
- ML5.js for the ease of use (building + running)
#computervision
https://buff.ly/3sffKna
https://buff.ly/2VMxeb7
https://buff.ly/4eV5sxq

4/ Sentiment analysis & text classification 📝
The 'natural' library, can help you with:
- Analysing sentiment in text
- Building a custom message classifier
- Many other NLP tasks
All running client-side!
#localfirst #sentimentanalysis
https://buff.ly/41bWHMl

3/ Classification is where it gets interesting! 🎯
KNN classifiers can identify thinks like workout types based on motion/HR and other data.
Give the 'mljs/knn' package for neural network classification a go.
#neuralnetwork #knn #classifier
https://buff.ly/3Vi8gxI

2/ Need to forecast spending or seasonal trends? 📈
ARIMA model are your friend. The 'arima' npm package lets you train and analyse time series data locally. Perfect for financial predictions or sports workout load tracking.
#timeseriesprediction
https://buff.ly/3CTWVhd

1/ First up: Predictive AI 📊
These models help predict numbers, trends & patterns.

Example: Want to train your own regression model and predict how coffee affects your sleep? regression-js has got you covered!
#linearregression #regression #mlmodels
https://buff.ly/3VfPwPF

Local First AI — PETER KORACA Over the last 10 years, there has been a huge expansion of javascript AI/ML libraries that enable embedding AI into client-side bundles and serverless functions and cater for various use cases. This…

🧵 Local-First AI Libraries & Models: A guide to embedding AI locally in your JS/TS apps.

Let's explore practical AI beyond ChatGPT - from prediction to classification and recognition. Original post https://buff.ly/4g742AY
#ai #localfirst #localfirstai #ml
Thread below 👇

Speak It — PETER KORACA Apple Shortcut

I’ve built a text-to-speech Apple Shortcut that converts selected or copied text into speech on your Mac or iPhone. If you wish someone would just read that long article you found whilst you prepare lunch, get it here for free https://buff.ly/4fHDSoK #text-to-speech #aivoice #shortcut #productivity

AI's teaching your kids the whole course at GCSE level? Super curious about how this works at @DavidGame

Alternatively, we might get new kinds of generative AI Platforms – marketplaces of vertical AI agents, like those discussed by @snowmaker – that string together the whole experience. Is this a real possibility? Who’s best positioned to become one? #aiplatform #aitool #aichain

In this new AI world, I wonder if these agents actually need a bespoke UI and even more, an App. Or could @Apple or @Google introduce a (smarter) Siri that “comes up” with the most appropriate UI based on the agent’s response? #aiassistant #generativeui #genai #appsaredead