Dev products @linuxfoundation. Previously co-founder @ crowd.dev. Curious about open source, growth tactics, and product building.
Europe
- Tweets 1,975
- Following 853
- Followers 1,338
- Likes 3,879
Jev doesn't write anything. Still, it's a breakthrough for SEO/AEO.
You give it a question and a set of options, and it picks one, very fast and very cheap, with a confidence score.
Which is essentially what a big part of SEO work is — lots of small decisions over long lists.
Some ways to use Jev for SEO:
1. Classify keyword intent. Give it your keyword list and the options informational / commercial / comparison, and you get an intent map without burning your expensive model's tokens on it.
2. Decide the page format per keyword. Does this one want a listicle, a comparison page, a guide, or a glossary entry? That's a pick-one decision, so it fits.
3. Triage what to refresh. Feed it a page's target keyword plus its search console trend and let it sort your content into refresh / leave / consolidate, then you only look at the refresh pile.
4. Filter backlink and outreach prospects. Relevant to your niche or not — going through 500 sites by hand is exactly the kind of work this should take over.
5. Sort community threads. Pull Reddit and X threads for AEO research, and most of the filtering question is just "could you add value in this discussion or is it noise?" A cheap classifier in front means the good threads reach you and the junk doesn't.
6. QA programmatic pages before they go live. On-topic and substantial, or thin? Better to catch that with a half-second check than with a ranking drop later.
One caveat: the accuracy depends a lot on how you phrase the question and the options.
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution
1
3
376
Jonathan Reimer retweeted
jev is wild 🫣
it makes a viral score for X posts calibrated on *you* possible. built a free X post tester on it with @Octolens + @typesafeai
> you enter your X handle
> jev reads your last 60 posts, 56 questions each
> that becomes your normal on X (= 50)
> you draft, the score updates as you type
> 8 AI writers rewrite it, jev re-scores every version, none may change your point
cost: ~$0.00006 per score
time: ~500ms per score
my own X post went 57 → 75 in 20 seconds. watch:
3
2
13
428
Jonathan Reimer retweeted
Vielleicht machen wir einfach Bonn wieder zur Hauptstadt?
89
73
2,054
29,419
hot take: no serious company will run on an AI lab's harness long-term.
you don't build your business on a tool designed to lock you into one model. open source + vendor-agnostic wins this one.
I just saw this @ycombinator's batch literally only has harness startups or hardware startups
So the proof is in the pudding
In the most early adopting tech pioneering place that's Silicon Valley new startups aren't even building software anymore
And it's debatable if anyone will actually need a custom harness or it won't just be generically offered by the AI frontier companies
So software is mostly dead and hardware it is
2
140
Jonathan Reimer retweeted
Honestly, when do we start addressing Germany as a Basketball nation? Germany women just booked their spot in the semifinal at the home World Cup in Berlin. Germany men are reigning World and European Champions. We won gold at the Olympics in 3x3.
We are absolutely unreal at Basketball atm and it’s honestly extremely sad it goes under the radar so much.
22
46
1,359
55,115
Jonathan Reimer retweeted
AI is out here solving million dollar maths problems and bros on LinkedIn still be claiming they’re better at coding than AI 😆
39
10
112
6,956
how does the grok bot address the security risks that existed with openclaw? or are we just ignore it now?
1
3
140
Jonathan Reimer retweeted
Guys, I promise you, if you buy backlinks from Outrank you will get slapped out of the Google index and burn your domain forever.
Too many people haven't lost their entire livelihood to a spam update yet and it shows!
86
25
424
111,086
Jonathan Reimer retweeted
1. Reduce corporate taxes and personal income tax
2. Make it easy to hire and fire, this will mean wages will soar
3. Registering a company should take 200 USD and 3 hours
You will unlock new levels of German productivity. People from Sillicon Valley will be fighting to relocate to Germany in a few years.
181
125
2,580
561,780
stop using Outrank & similar services to buy backlinks
there is no such thing as "cheap & high quality backlinks"
if it takes no effort to get a backlink, it has no SEO value – and in many cases your page will get penalized
The math is only "simple" if you don't understand that DR is literally logarithmic
A DR 50 site has ~20 to 30x the link equity of a DR 25 site, not 2x
Here is what Outrank pays vs real market averages (just grabbed this data from 17,000+ domains @LinkDR_ has pricing info on):
- DR 20: $20 vs $95 (5x)
- DR 40: $40 vs $300 (7.5x)
- DR 50: $50 vs $500 (10x)
- DR 70: $70 vs $1,500 (21x)
Real websites making money from Google won't risk getting penalized for $50
Spammers with fake domains have nothing to lose and will take $50 all day
That’s why fixed $1/DR pricing guarantees only spam sites join the network
And this destroys the whole network, and any site that is now running on Outrank is at risk, even if they don't sell links directly
6
3
331
the prices on @illyism marketplace look closer to reality
think about it: why would real publishers accept $1 per backlink if they can get $500? would you?
80
Jonathan Reimer retweeted
count on Germans to privatize their pensions just towards the end of the AI stock bubble.
Banks and insurers brace for biggest German pension upheaval in 20 years ft.trib.al/sKkUH4H
21
227
2,865
129,066
Jonathan Reimer retweeted
Everyone is open sourcing everything right now.
Why? AI made software a commodity.
So you don't sell the software anymore, you sell everything around it: the hosting, the support, the enterprise tier, the trust, and the community.
Open source is the default now!
268
173
2,361
116,033
Jonathan Reimer retweeted
Met a German founder this week and asked him if all the stories one reads about the challenges of startups in Germany are exaggerated. "No, they're understated." Proceeded to describe spending a full day having a 90-page investment contract read to him (mandatory under German law; § 13 BeurkG) by a notary that then charged €30,000. That was for his first company. His second company, needless to say, was not incorporated in Germany.
1,051
2,169
30,072
12,116,430
Build products for problems you understand.
Distribution gets easier when you see the world from your users eyes.
2
118