Practical AI · Verified numbers · Weekly digest
Real AI work,
with receipts.
Open-source tools, repos and workflows — explained in plain English. Every number comes from a source and carries the date I pulled it.
What you get
Three things, every week.
Not news for the sake of news. Each item answers one question: what can you actually do with this?
The weekly digest
The fastest-growing repos, the new models worth a look, and what the numbers really say — with the date they were measured.
Repo, explained
One open-source project per week: what it does, what it costs you, the licence, and whether it survives contact with real work.
Copy-paste setup
The exact steps I used — including the parts that didn’t work. If a tool was broken, you’ll hear it before you waste an evening.
How I work
Boring rules, on purpose.
- Every number has a source and a date.
- Popularity is not quality — star counts get called out as noise when they are.
- Licence and commercial-use limits get flagged before anything else.
- When something fails, the failure gets published too.
Every Monday
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Learn deliberately. Build with purpose.