LLM cold starts on HyperPod: from 27 minutes to seconds with model caching

October 8, 2026 · Dev.to

Not every Claude Code turn needs Opus
I use Claude Code most of the day. Most turns are small. Read a file. Run a test. Rename a thing. Some turns are hard. A
The AWS savings nobody can touch: legacy systems
The second category of AWS caveats is the legacy problem And legacy doesn't just mean old It means: built by people who
Building Panopticon: A Local-First CVE Intelligence Map with Tauri 2 + Rust + Python
Vulnerability triage today is browser tab soup. NVD in one tab. Vendor advisory in another. CISA KEV in a third. ChatGPT
At Close of Business podcast October 8 2026
Mark Beyer and Justin Fris discuss why WorkSafe fines are increasingly going unpaid.
Clive Davis Pre-Grammy Gala Set for February 2027, a Tribute to the ‘Life and Legacy’ of Legendary Music Executive
The Clive Davis and Recording Academy’s Pre-Grammy Gala will take place on Saturday, Feb. 6, 2027, at its longtime home