In Pakistan, the bigger the degree, the further the job: unemployment is 7.1% overall, 10.8% for graduates and 23.8% for women with degrees (PBS LFS 2024–25).
My piece in Roznama Express (Urdu): skill, not the degree, is now the yardstick. Give every degree a semester of on-the-job training.
express.com.pk/epaper/PoPupw…
The full edition, including the pattern in six steps so you can try seatsourcing without our software:
linkedin.com/pulse/seatsourc…
#Seatsourcing #seatyield #agenticAI
The numbers: over 30 days to 13 Oct, our team's Claude Code use was worth $36,820 at Anthropic's published API prices. We paid $2,300 for the seats.
That ratio has a name too: seat yield. Ours was about 16×.
So I built it into OPSY, our agency's operations platform. Anyone picks an agent and a client, and the job goes to a colleague's workspace. It runs on that person's own Claude seat during the shared working day. The report comes back to whoever asked.
The problem: with the API, every AI job adds to the bill. A seat costs the same whether its owner runs one job a month or fifty, but it only works for that one person.
Our AI capacity was already bought. It just couldn't follow the work.
Most contractors get a monthly marketing report. Most have stopped reading it.
My guest editorial in @PnMmag : the seven numbers to ask your agency for every month, and the two questions to ask about them.
Read it here: pmmag.com/articles/107832-se…
We have become a society of "realists". We use the word to feel safe, and it often serves as a tombstone for our potential.
My piece in @etribune on why the greatest risk is not failing. It is succeeding at something that doesn't actually matter.
Mo. Abubakar Lala retweeted
“You are waiting for the map that does not exist.”
— @theablelala
Check out the latest article in my newsletter: I Named an Idea. Then I Tried to Break It. linkedin.com/pulse/i-named-i…
Worship must give weight and integrity to your character.
The world cares about how you treat people off the prayer mat, not how long you spend on it.
Fix your character. Rituals without values are empty.
Sanity does not #buildempires... it is fueled by the absolute tenacity of crazy people that understand nothing but work. When they, then become successful, they come up with fancy terms like #worklifebalance
If you don't have the capacity to work like that, resign!
“Marketing for everyone” doesn’t work!!
At RS Gonzales we started as a marketing agency across the DMV. A year of friction taught us to choose. We specialized in HVAC marketing and everything became simpler. Focus builds trust, relevance and real ROI.
#HVAC #Marketing #soltiks











