The 5 Ideas From Atomic Habits That Actually Stick
Most people who read Atomic Habits remember one line: small habits compound. Here's the rest worth keeping:
Focus on systems, not goals
Build habits around who you want to become
Make the good habit the easy one
Design your space so the right choice is the default
Shortform breaks down books like Atomic Habits into the key ideas, the reasoning behind them, and how to put them to work. This one takes about 15 minutes.
Then do the same for the next book on your list.
SemiAnalysis launched a hard new benchmark for AI agents where the top score is 12%, and South Korea plans to spend $15.97B on AI and chips next year.
📰 AI & tech news
SemiAnalysis launches GDPx, and Opus 5.5 tops it with 12% · semianalysis.com
The agent benchmark covers 11 domains, including chip design, cybersecurity, finance, legal and alignment.
OpenAI might rebrand its data centers as "AI compute campuses" · techcrunch.com
Data centers are deeply unpopular, so OpenAI may try calling them something else.
The White House says it doesn't have to share its full AI testing framework draft · theinformation.com
A letter cites national security and commercial exemptions for keeping the voluntary framework's draft back.
South Korea pledges $15.97B for AI, chips and data centers in its 2027 budget · reuters.com
President Lee Jae Myung's plan, which also covers physical AI, is nearly twice the 2026 amount.
Kioxia shares fall up to 15% after a cautious outlook · bloomberg.com
The NAND maker's Q3 forecast disappointed investors and raised worries that AI-driven growth may be slowing.
Hex raises $100M at a $1.2B valuation after rebuilding for AI agents · forbes.com
Peak XV led the Series D in the data analytics company.
Broccoli AI raises a $22M Series A and a $30M Series B · fortune.com
It sells AI agents to plumbing, HVAC and electrical companies, and a source puts its value at $300M.
Casap raises a $56M Series B for AI that handles bank disputes and fraud · fortune.com
Base10 Partners led the round, which brings Casap's total funding to $90M.
🔥 Trending on GitHub
haydenschmitty/floorplan · New this month · 1,980★
Claude or Codex draws an interactive, plain-English map of your codebase so you can see how your app fits together.
CopilotKit/OpenDuet · New this month · 1,821★
An open source template for a proactive AI agent that does your work and keeps you in the loop.
Jakeschincariol/day-trader-skill · New this month · 4,426★
11 Claude skills for day trading that scan charts, track breaking news and replay outcomes before you risk any money.
Donchitos/Claude-Code-Game-Studios · +967★ today
Turns Claude Code into a game dev studio with 49 AI agents and 72 workflow skills, organised like a real studio.
anomalyco/hex · +1,179★ today
Local voice dictation for Mac, Windows and Linux.
ivankovic/omnidiff · Show HN · 242 points
An open source, content-aware Git difftool written in Rust, shared on Show HN this week.
🧩 New AI skills
review-document · by onmax
New. Turns review findings into one short Markdown doc with the verdict first and each finding ranked, backed by evidence and paired with its fix.
gather · by raphaelsalaja
Pulls references from your own library, your boards and pattern sites onto one linked board before you start a design.
ux · by lobehub
Applies product design principles and UX checks while you design or build the screens your users see.
codebase-design · by mattpocock
Helps you design or improve a module's interface so the code is easier to test and for AI to navigate.
⚡ Quick links
Terence Tao: Mathematics has changed. Let's act like it · terrytao.wordpress.com
Postgres 19 is late because so many more bugs are being found now · rhaas.blogspot.com
YC Labs tests multi-agent teams in games like Minecraft · labs.ycombinator.com
HackerTube: YouTube built from videos recommended by HN · karpathy.bearblog.dev
Where do you hide from an AI bubble? · bloomberg.com
I also set AI up for small businesses and train the team to use it. If you want that, reply SETUP and tell me what you're working on.
Every guide from my videos is in the library.
If a friend would like this, send them your referral link.

