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LLMs don’t understand your system.
They amplify it.
Good structure → better code
Bad structure → faster chaos
Unbounded LLMs + implicit architecture = broken systems.
Context isn’t documentation.
It’s architecture.
Context-Driven Engineering: thanpol.as/engineering/conte…
Spent the past week building a job matcher with Claude.
CV in, personal scoring rubric out. Every new remote eng job scored against it. You only see what clears your bar.
I need a few beta testers. Remote-only. Ping me.
arrivance.ai
#claude #remote
Question, Do we make product decisions faster when:
a. We make them on paper
b. We make them through code and ui
Your team adopted LLMs. Velocity went up.
Then, the system got harder to reason about. Changes broke things in unexpected ways...
This is not coincidence. This is what happens when powerful LLMs have unbounded access to your code base.
New post: thanpol.as/engineering/conte…
One of the last and independent voices of science, Sabine (@skdh), got completely independent today and took the gloves off.
If you don't know her already, 100% subscribe and watch this video 👇
youtube.com/watch?v=ZO5u3V6L…
Thanos Polychronakis retweeted
Things began to look very unusual two months ago.
Today the charts need no commentary, they speak for themselves.
This is the Atlantic.
xitter.cf/DrTELS/status/16505623…
Thanos Polychronakis retweeted
Apple Vision Pro starts at $3499 next year
Thanos Polychronakis retweeted
Cryogenic propellant load of Starship is underway, liftoff in T minus 1 hour
Just finished watching #1899Netflix. What a colossal waste of time. Writers fucking around with decades old cliches. A shallow thriller that will leave you empty.
Have you done a full life-cycle of AWS S3 Object integrity validations?
It appears to be more complicated than it sounds since S3 will Checksum each chunk individually of a multi-part upload (of big files)...
If you've done this before, please help: stackoverflow.com/questions/…
T Minus 1h 55minutes for the historic inaugural test launch of the @NASAArtemis 1 Moon mission on top of the SLS rocket.
This launch marks the return of humanity back to the moon.
youtube.com/watch?v=21X5lGlD…
Not using unique IDs on your web app GET requests is a valid security consideration as @rez0__ explains in this article.
It breaks a long adopted RESTfull design pattern, but security > RESTfull
🎉New blog post 🎉
If you've ever struggled to get an IDOR with a UUID past triage, hopefully this will help!
If you've got no idea what I'm talking about, I explain it in the post 😊
rez0.blog/hacking/cybersecur…
Just watched the latest episode of #ForAllMankind on my 16" macbook, with my wife, under the summer night stars, streaming it using @SpaceXStarlink...
I am now complete.
220mbps down, 30mbps up, I’ll take it… thank you starlink and @Spacex!











