ajayk.sh
ProjectsServicesWritingAboutHire me
← Writing

Snapshots

4 posts tagged snapshots.

AllAI agents 12Firecracker 12microVM 12Infrastructure 9gVisor 4Isolation 4Sandboxes 4Security 4Snapshots 4AI infrastructure 3Comparison 2Economics 2Operations 2Performance 2All topics →
Sep 2, 2026

What Scale to Zero Cost Me to Build: 50s Sleeps, 14s Wakes

Hibernate took 50 seconds. Wake took 14, not the 1.3 I had reported. The measured price of building scale to zero on a Firecracker fleet, and every fix.

9 min
Sep 2, 2026

I Measured Every Stage of My 179ms Firecracker Boot Path

Where every millisecond of a Firecracker create goes, measured on my own production fleet, plus why I refuse to stop the clock before the guest answers.

9 min
Sep 2, 2026

My Fork Docs Were Wrong: What VM Forking Really Preserves

I shipped a doc claiming forks keep processes and open files. A smoke test proved otherwise. Three fork paths measured, and the five places each breaks.

10 min
Sep 2, 2026

Checkpoint Restore Implementation: What It Cost Me to Build

Analysts call checkpoint/restore table stakes by 2027. Here is the real bill: snapshot storage, userfaultfd lazy restore, and a 50s hibernate vs 1.2s wake.

9 min
Ajay Kumar

Infrastructure engineer, 14 years. I build systems that run other people's code safely — and I'm available for consulting.

Site
ProjectsServices & ratesWritingAbout
Open source
PandaStackRiffPandaFlowGitHub org
Elsewhere
LinkedInUpworkhello@ajayk.sh
© 2026 Ajay Kumar