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Volodymyr Zelenskyy says Starshield faced "systematic speed restrictions" for several days; Ukrainian officials believe it is to pressure Kyiv amid peace talks (Financial Times)

Army struggles to intercept Russian jet-powered drones, just as Steve Witkoff and Jared Kushner meet Vladimir Putin

We haven't written up this one. Techmeme has the full story — the link below goes straight to it.

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Python calculator: how much does your Shopify store cost in month 4

Shopify announces 3 free days, then $1 per month for 3 months. Before signing up, I prefer to see the cost of the first year in numbers. Here is a small script.

  • Python script 'custoshopify.py' calculates Shopify costs for first 12 months
  • First year paid at $1/month for first 3 months, then $39/month
  • Single sale taxed at 2.9% + $0.30, so $20 sale costs $0.88

Your agent's session store is a database nobody designed. Audit the five gaps.

A developer deleted a session from a Google ADK Go agent. The framework returned no error. The session row was gone. The password the agent had read from a config file was still sitting in the events…

  • Developer accidentally deleted session from Google ADK Go agent
  • Session row disappeared, password remained in events table in plain text
  • Davide Imola's post (2026-11-11) highlights session store design issues

Expo Router File-Based Routing: The Patterns That Matter in a Real App

in Expo Router, your folder structure is your navigation. _layout.tsx files decide how screens are shown (stack, tabs, modal), route groups like (tabs) organize screens without changing URLs, [id].tsx…

  • Expo Router uses folder structure for navigation, with files as routes.
  • Modals are implemented as separate stack screens within the app's layout.

Compile the Knowledge at Index Time

Originally published at Trida AI . Ask a document store the same question on Monday and again on Thursday, and watch what the system does.

  • InfiniFlow aims to eliminate repeated embedding and retrieval in RAGFlow 1.0
  • Compilation moves understanding from query time to index time by generating artifacts
  • Compilation reduces query tokens by 91% when evidence suffices for answering

More from Thursday 12 November →