GoKawiil
Tech News
A new open-source project called OKF Agent Memory gives AI coding agents a standardized way to retain project knowledge across sessions, storing it as plain Markdown files with YAML frontmatter directly inside a repository's knowledge/ folder. Built on the Open Knowledge Format v0.2, it combines a spec, behavioral conventions, an agent skill layer, and a Go-based CLI/library for parsing, validation and search.
A developer blog post dissects how Rust implements runtime polymorphism through dyn Trait, comparing it to C++'s virtual functions and CRTP patterns. The author walks through experiments and diagrams showing exactly how vtable pointers and fat pointers are laid out in memory when using trait objects, with all code published on GitHub.
Windows includes a pre-installed Memory Diagnostic utility that checks whether a computer's RAM is reliably storing and retrieving data. It works by repeatedly writing information to memory and reading it back, flagging any mismatches that suggest faulty hardware. This can help explain symptoms like crashes, freezes, and the Blue Screen of Death without needing a technician.
Corsair is offering discounts of up to 23% on its Vengeance RGB DDR5-6400 memory kits in 32GB and 64GB capacities. The 64GB kit uses four 16GB modules running at DDR5-6400 with 32-40-40-84 timings and 1.4V, while the 32GB kit shares the same specs and comes in white, black, and RGB variants. All kits support Intel XMP and are backed by Corsair's limited lifetime warranty.
Tirias Research founder Jim McGregor argues that AI is not one workload but millions of varied ones, meaning data centers can no longer treat memory and storage as secondary hardware. He says inference and agentic AI demand purpose-built systems capable of continuous, real-time data ingestion, caching, and movement rather than legacy infrastructure designed for training workloads.
Personal computer manufacturers are shipping fewer units but charging more per device, and the strategy is currently paying off financially. The shift is being driven by a shortage of memory chips, whose prices have surged due to massive demand from AI infrastructure buildouts.
Jon Peddie Research says standalone graphics processor shipments for consumer PCs rose 12.2% quarter-over-quarter and 14.1% year-over-year in Q2 2026, even as component shortages pushed prices higher and overall CPU shipments fell. Notebook GPU shipments jumped 16.8% sequentially while desktop GPU shipments slipped 4%, with AMD picking up market share in the process.
Anthropic has published instructions for managing Claude's memory feature, which organizes saved information by topic and can be edited or deleted through the web client at claude.ai or the mobile app. The company also introduced an 'Include sensitive topics in memory' setting, since Claude normally avoids storing details about health, race, religion, politics or gender identity unless a user opts in.
V-Color has started retail sales of its novelty DDR5 memory products: 0GB dummy sticks that contain no memory chips at all, and 1+1 kits pairing one working RAM module with one fake filler stick. The 0GB dummy kits are available across the US, UK and parts of Europe for the Manta XSky and XFinity lines, while the half-real 1+1 kits are so far limited to the UK and Germany and only for the XSky model, priced roughly between $43 and $384 depending on speed, capacity and region.
A man living with a genetically modified pig kidney transplant has now survived nine months, marking the longest recorded duration for this type of cross-species organ transplant. The milestone suggests that gene-edited pig organs may be moving closer to viable alternatives for patients awaiting human donor kidneys.
GrapheneOS developers discovered that Google's Pixel 11 phones do include hardware support for Memory Tagging Extension (MTE) after examining code in the Android 17 QPR2 Beta 4 release. This contradicts the project's earlier assessment, made just days prior, that the phones lacked MTE and its accompanying warning against purchasing them.
Four leading AI chatbot services experienced service disruptions within the same window, leaving users of ChatGPT, Gemini, Claude and Grok unable to access the tools normally. The near-simultaneous nature of the outages was unusual since these platforms run on separate infrastructure operated by different companies.