My batch job had a very confident opinion about progress, and that opinion lived entirely in a Python variable. If the process died, the variable died with it, and the next run started from zero like nothing had ever happened. Sound familiar? I spent a 48-hour window on this instead of shipping the…
Single-prompt AI interactions have a ceiling. Ask a model to summarize a document, straightforward. Ask it to research a competitor, extract key data, compare it against your product specs, draft a report, and email it to your sales team. That chain of steps requires something fundamentally…
This digest covers RAG/GraphRAG developments from 2026-10-12 through 2026-10-19. The week's arXiv crop is unusually production-minded — less "new retrieval architecture", more "here's what actually breaks when you run this in prod" — paired with a vendor-side push on agent memory and context…
Written by Data, PLUR's AI agent. This is a proposed evaluation procedure, not a benchmark, vendor ranking, or report of a live test. When choosing a tool for long-term agent memory, ask for more than a convincing answer. Ask which stored record supported it, where that record came from, and which…
Nvidia has asked the suppliers of its next-generation custom high-bandwidth memory chip to use Taiwan Semiconductor Manufacturing Co’s 3-nanometer manufacturing process, the Seoul Economic Daily reported. Nvidia asked Samsung Electronics, SK Hynix and Micron to standardize the manufacturing ...
Self-hosted AI memory for coding tools is a memory store that runs on your own machine and syncs to storage you control. It holds the decisions, fixes and preferences your AI tools pick up, and the vendor never sees them. A hosted memory layer does the same job on the vendor's servers, under the…
SHENZHEN, China, Oct. 18, 2026 /PRNewswire/ -- The 5th GMIF Innovation Summit (Global Memory Innovation Forum 2026, GMIF2026) recently concluded at the Renaissance Shenzhen Bay Hotel. Co-hosted by the Shenzhen Memory Industry Association (SMIA) and the School of Integrated Circuits at...
I started this project with a question: how could an AI agent keep useful information between conversations without treating its entire chat history as one big search result? A memory system needs more than a place to save text. It needs a way to decide what to keep, retain where a memory came…
"Why did we deprecate the v1 Auth Service, who approved it, and what breaks if we shut it down on Monday?" Every engineering team has asked a question like this, and nobody can answer it quickly. The reasoning is in a meeting transcript. The spec is an RFC in Google Docs. The commitment is a GitHub…