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This is GER DENNIS AI Blog, a brand new site by Denis Shokhirev that's just getting started. Things will be up and running here shortly, but you can subscribe in the meantime if you'd like to stay up to date and receive emails when new content is published!
This is GER DENNIS AI Blog, a brand new site by Denis Shokhirev that's just getting started. Things will be up and running here shortly, but you can subscribe in the meantime if you'd like to stay up to date and receive emails when new content is published!
For your business
I build agents like this for businesses in Germany and the EU.
Tell me in two sentences what eats your team’s time – reply within 24 hours.
This can run in your business too.
Continue reading
Computer-use agents break on pixels: how to switch to stable UI refs via accessibility trees and stop fixing flaky desktop automation
A compromised Cursor marketplace extension tried to plant SSH backdoors: how to stop AI tooling from owning developer machines
Your agent breaks production not because it hallucinates, but because it cannot see the UI: why runtime perception for web and desktop is becoming mandatory
Your AI agent touched production? How to build replayable security triage and a provable audit trail before the first incident
Where this is applied
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Production quality. DACH B2B focus.