Devices
64 GB vs 128 GB for local AI: what actually changes?
With NVIDIA's new 64 GB DGX Spark, the memory question is concrete. What 128 GB buys over 64 GB: bigger models, longer context and concurrency, not speed.
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Solo Tech Pros investigates, tests and builds with the technology changing how we work.
Security & Privacy
Why sandboxing an AI coding agent matters more than which model you pick
A smart model with full access can do more damage than a weaker one in a tight…
Software
GitHub Copilot can now use local Ollama models, but local doesn’t mean offline
Copilot CLI can now discover your Ollama models. That moves inference to your machine, nothing more: telemetry,…
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Software
Chrome can run Gemini Nano inside websites: what the Prompt API actually changes
Websites can now prompt a model that Chrome runs on your computer. Who actually gets Gemini Nano, what stays local,…
Security & Privacy
Passkeys stop phishing, so attackers now use passkey setup as the bait
In campaigns Microsoft documented, fake help-desk calls about updating a passkey led to relay pages and device-code sign-ins. Why the…
Windows & PC
Windows AI APIs vs Foundry Local vs Windows ML: which one to use
Ready-made Windows features, a curated catalog of open models, or your own ONNX model. What each Microsoft stack needs, a…
Devices
Microsoft says Surface Laptop Ultra can run 120B AI models. What does 128 GB really buy?
A 120B model fits in 128 GB only when it's quantized, and Windows, apps and context share the same pool.…
Security & Privacy
When prompt injection becomes code execution: what real AI agent vulnerabilities teach us
Two Semantic Kernel flaws turned prompt injection into code running on the host. What went wrong in the agent architecture,…
Web & Cloud
WebMCP could change how AI agents use websites, but it isn’t MCP in the browser
Browser agents guess their way through pages built for people. WebMCP lets a site declare actions with typed parameters instead.…
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Software
AI and developer software, examined closely: coding agents, local model runtimes, MCP and the other ways AI tools…
Web & Cloud
The services you use through a browser or an account: email, cloud storage, sign-in, sync and backups. Clear…
