designing pretty systems | code wrangler anon feedback: https://xitter.cf/t.co/XPiD0Xx7jC
bubble
Joined November 2024
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back in 2024–25, whenever I wanted to learn something with AI, i'd use a markdown file containing a long detailed prompt about my learning preferences centered around the socratic method along with my behavioral patterns and how to keep track of them.
thought i'd put this out here by creating a generalised skill, in case it's still useful to someone.
github.com/magic-bubblez/soc…
me one or two days before college exams:
>take ss of syllabus and throw it at gemini in the morning
>open youtube -> gateway smashers in one tab & neso academy in another
>switch b/w 3 tabs for an hour
>open animepahe.pw in 4th tab - "just 1 ep"
>watch 3 anyway.
>read random blogs
>now time to do some serious prepping.
>spend 30min studying
>urges to watch 4th episode
>watch 5 episodes and go to take a nap.
>have lunch, get back to studying again.
>after 30 min having urges to watch the next episode...
>get up from chair and do 5-10 min of weight training, squats and skipping.
>sit down -> browse HN, reddit, read random tech blogs
>snack time - 30 min.
>got a new project idea, search about that, what stuff one gotta learn to build it. learn the concepts (1.5 hrs)
>TIME TO DO SERIOUS EXAM PREP.
>make goals of how many ch and which topics to finish by 10pm
>achieve 20% of the goals (above listed reasons)
>it's 10 pm....feeling sleepy
>let's watch another episode...and one final another...
>goodnight, will absolutely do some serious exam prep tomorrow.
Singing is a skill you practice almost blind.
You can record yourself and listen back, but it's hard to tell exactly where you're going wrong or what to work on next.
I'm building Suzune, a singing companion that turns songs into a fun structured practice experience.
You work through a song section by section, compare your voice with the original using visual feedback, track your attempts, and gradually work toward singing the whole thing.
Join the waitlist.
ms. bubbles retweeted
Today we introduce Heckler by @MercityAI
Heckler stress tests your AI agents with simulated users and shows you exactly where your agent breaks the rules you gave it.
We ran 3 agents (DeepSeek V4.1 Flash, GLM 5.3 and GPT-6 Luna) on Heckler and over 80% of chats broke a policy.
ms. bubbles retweeted
Today, we officially launched our AI Governance offering across our socials, and we’ve already been running a campaign around it for our clients.
Couldn’t have picked a better time, lwk, with half the internet seemingly getting compromised lol.
If your enterprise has been feeling the heat lately, AGH might just be the way to go.
Whether you’re worried about AI leaking sensitive company data, employees using unapproved AI tools, or AI budgets getting out of hand, this one’s for you 😼
i'd read books like these in my 10th - 12th.
then it quickly got boring - INCREDIBLY repetitive & predictable. even if it contained slowburn or character development, i found the generic "couple romance" genre too mehhhh
now whether it's a movie, anime or books - i'd choose thriller, mystery, fantasy, horror, sci-fi, slice of life -- basically anything over "couple romance".
"these kids have destroyed the market by taking easier route to jobs"
~ by a senior engineer on the idea of being a devrel.
ms. bubbles retweeted
Lots of Security incidents today, here's some practical tips for those who just wanna protect yourself:
1) UPDATE EVERYTHING - main targets are:
a) Browsers - Chrome, Safari, Firefox
b) OS: : Settings -> General -> software update; Linux: sudo apt update && sudo apt upgrade; Windows: I think there's a button. Do this for any remote home servers & Openclaw/hermes boxes
c) Phones: Update it all
d) Desktop apps (Slack, Cursor, Discord, etc)
2) Limit web browsing this week: Stay within walled gardens (twitter, youtube, etc); don't click random links this week. Just wait until the patches go through. Do step 1 again after a week.
3) Avoid untrusted Wifi networks until your devices are updated
4) Stay vigilant about phishing emails offering "certificate fixes" or fraud updates
5) Have an iPhone 11-16? TURN BLUETOOTH OFF for the time being until apple patches come through.
6) Code/Dev: UPDATE ALL YOUR REPOS - @charliermarsh has already updated uv 0.13.4 which reacts to the eMudra incident for uv (Python), Typesript according to Claude has equivelant. Tell your agents to go and update all your active repos to update package manager across uv, npm, bun, cargo, etc etc
What advice did I miss?
