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edge-computing
5 postsMoonshot's 2.8T-Parameter Kimi K3 Runs on a GPU-less Mini PC
A 2.8T-parameter open-weight Kimi K3 model ran on a GPU-less mini PC using disk-streamed MoE experts and native MXFP4 quantization.
Spectre Flaw Leaks JWT Tokens on Cloudflare Workers via Remote Timers
A new Spectre attack bypasses Cloudflare Workers' DyPrIs defense, leaking JWT tokens via microarchitectural timers; Cloudflare responded with MPK-based isolation.
Small Models by Choice: Running an Autonomous Agent on a 16GB M1 Mac
Why one engineer deliberately runs an autonomous agent on a 16GB M1 Mac with small models instead of scaling up to cloud LLMs — a design case study.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comCloudflare Workers Cache: Layered Caching Built-in Before the Worker
Cloudflare announced Workers Cache, a tiered caching feature enabled with a single line of Wrangler configuration for Workers, reducing server-side rendering costs.
Edge Gateway Architecture: Diskless Design and the Rust DashMap Trap
A deep dive into Cloudflare-style edge gateway architecture: data/control plane separation, in-memory TLS, WASM sandboxing, and the Rust DashMap deadlock pitfall.