Build First, Master Later: Vibe Learning for the AI-Native Era
Vibe Learning starts with meaningful work, builds breadth with AI, and develops depth when real problems, risk, and responsibility demand it.
https://t.co/gbSmNA5Gt9
Vibe coding becomes productive when it starts with a valuable customer outcome, builds the smallest complete workflow, and uses evidence to guide every iteration.
https://t.co/nf9W3ToQfU
Launched your product as a startup and posted on X for feedback?
No likes. No replies. Zero traffic.
New account = invisible. The algorithm treats you like a nobody.
This is a real struggle for every founder. How do we actually break through?
#Startups#BuildInPublic #ProductLaunch #XGrowth #Entrepreneurship #IndieHackers
I’ve built a platform to help people grow from junior to senior level.
I’m currently looking for people to test it.
If you’re interested in an unpaid internship or free mentorship, DM me.
Most traditional careers may disappear — replaced by AI builders and AI operators.
Platforms like https://t.co/l85FI24IA2 are built for exactly this: train as an AI-native builder-operator by shipping real work from day one.
🚀 Skill Pilot has officially rebranded to https://t.co/EbaIb089v2.
Our mission remains the same: helping people build real skills in the AI era by building real projects.
Build First. Master Later.
Join the waitlist: https://t.co/Hvc8ZIPZGs
#AI#BuildInPublic#AINative
We’ve decided to open-source a multi-agent harness we use internally at YC.
We call it “QM” and it’s meant to be easy to customize, like Hermes or OpenClaw, but useful for a whole company. We use it across accounting, legal, events, and engineering (including building QM itself!).
The whole project is under an MIT license. It is cloud-first and has Slack and web UI natively.
With Codex at 5 million users, they’ve hit about 0.6% of ChatGPT’s roughly 900 million users. We are so, so early. The vast majority of people have no idea what’s already possible to do with AI, while a tiny minority is automating their personal lives and work.
🚨 BREAKING: Someone just built the exact tool Andrej Karpathy said someone should build.
48 hours after Karpathy posted his LLM Knowledge Bases workflow, this showed up on GitHub.
It's called Graphify. One command. Any folder. Full knowledge graph.
Point it at any folder. Run /graphify inside Claude Code. Walk away.
Here is what comes out the other side:
-> A navigable knowledge graph of everything in that folder
-> An Obsidian vault with backlinked articles
-> A wiki that starts at index. md and maps every concept cluster
-> Plain English Q&A over your entire codebase or research folder
You can ask it things like:
"What calls this function?"
"What connects these two concepts?"
"What are the most important nodes in this project?"
No vector database. No setup. No config files.
The token efficiency number is what got me:
71.5x fewer tokens per query compared to reading raw files.
That is not a small improvement. That is a completely different paradigm for how AI agents reason over large codebases.
What it supports:
-> Code in 13 programming languages
-> PDFs
-> Images via Claude Vision
-> Markdown files
Install in one line:
pip install graphify && graphify install
Then type /graphify in Claude Code and point it at anything.
Karpathy asked. Someone delivered in 48 hours.
That is the pace of 2026.
Open Source. Free.
The entire content of this video—including the characters, voice, images, text, and overall structure—was automatically generated by the open-source AI agent project https://t.co/o59LPvpzSY based on defined instructions.
GPT-5.4 is launching, available now in the API and Codex and rolling out over the course of the day in ChatGPT.
It's much better at knowledge work and web search, and it has native computer use capabilities.
You can steer it mid-response, and it supports 1m tokens of context.
4000 people laid off today at Block
the reason is AI
“we're already seeing that the intelligence tools we’re creating and using, paired with smaller and flatter teams, are enabling a new way of working which fundamentally changes what it means to build and run a company. and that's accelerating rapidly”
New: https://t.co/AngZk3kQsM skill for Claude Code — describe a diagram, get an editable PDF, PNG or SVG. Each file embeds the full https://t.co/AngZk3kQsM XML so you can reopen and edit anytime.
https://t.co/5RSdmKYNTY