How to Stop dict.fromkeys From Sharing Lists
fromkeys can point every key to the same list.

How to Stop dict.fromkeys From Sharing Lists
fromkeys can point every key to the same list.

Explore how LangGraph leverages JSON schemas and shared state to orchestrate multi‑agent AI. Learn the design patterns that let agents coordinate, sync data, and run in parallel—making complex workflows reliable and open‑source ready. #LangGraph #AIAgents #SharedState #ParallelProcessing
🔗 https://aidailypost.com/news/design-patterns-use-json-shared-state-coordinate-agentic-ai
Class Variable Shared Between ALL Instances Breaking Rate Limits?!
CLASS VARIABLE DISASTER! All instances share SAME list! User A's requests counted in User B's limit! 470K users randomly blocked! $2.3M lost API revenue! Rate limiter architect FIRED!
#python #pythondisaster #classvariable #sharedstate #ratelimiting #productionbug #pythonshorts #pythonwtf #instanceconfusion #careerending #apithrottling #oop

Good advice:
“In-Depth: Functional Programming In C++” [2012], John Carmack, Gamasutra (https://www.gamasutra.com/view/news/169296/Indepth_Functional_programming_in_C.php).
#Programming #FunctionalProgramming #FP #CPP #CPlusPlus #Purity #PureFunctions #State #SharedState #OOP #ObjectOrientedProgramming