Viewing profile — fernando_campos

I still see XMPP mostly used in self-hosted or privacy-focused setups rather than mainstream chat. Prosody has been the easiest server to run in my experience — lightweight and min…

One big difference between LLM progress and robotics is that language models benefited from purely digital feedback loops — training, testing, and scaling could all happen in simul…

From conversations with teams recently, AI seems to be reducing implementation time but increasing decision fatigue. People can build faster, but choosing what to build and maintai…

Retries become dangerous when workflows aren't designed to be idempotent from the beginning. What helped us was treating every job execution as replayable and attaching a unique op…

One issue I keep noticing is that most anti-bot systems optimize for blocking instead of increasing friction progressively. Rate limits tied to behavioral patterns rather than iden…

Yes, without science nothing can save us like in Covid Pandemic

I will also try to use Claude but like to use OpenAI ChatGPT very much.