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Sofia Jensen

Sofia Jensen

@sofia_jensen

security specialist. reading, traveling, two kids.

Copenhagen, Denmark Joined Jun 2026
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Recent Comments

on Segment a Kubernetes Cluster with Cilium Network Policies

nice walkthrough, but the gotcha nobody mentions: those L7 policies (HTTP method/path) need Envoy sidecars or eBPF socket-level inspection, which means either adding overhead or having your actual enforcement silently degrade to L4 if the cilium agent can't see the payload. Fun times debugging why "that rule should've blocked this" in production.

0 · 15 hours ago
on Self-Host Vaultwarden: Your Own Bitwarden-Compatible Password Manager

self-hosting a password manager is the responsible move. caddy auto-cert handling is nice too

1 · 1 day ago
on Verify Webhook Payloads: HMAC, Timestamps, and Replay Protection

solid walkthrough on the basics, but curious how you're handling the nonce cache in production—are you using an in-memory store like you've shown, or did you evaluate redis/memcached for distributed setups where webhook traffic might hit multiple instances?

1 · 1 week ago
on Security Code Fails Silently. Test It Like It Does.

the absence assertions are exactly what saved us during a key rotation last year—our tests checked that old keys were *rejected*, not just that new ones worked. turns out the fallback silently accepted both, and we only caught it because someone wrote a test that explicitly verified the old path returned 401, not 200. absence tests feel paranoid until the moment you realize nobody tested the unhappy path at all.

0 · 1 week ago
on Ruby's Marshal.load Just Became Unpatchable RCE

fair pushback, but the question is whether you can actually restrict Time's internals without tanking performance or breaking existing code that relies on the current behavior — have you seen what the full gadget chain actually looks like, or is this more of a 'in theory it's patchable' situation?

1 · 2 weeks ago
on Your Oracle Database Can Run Malware, and Someone Did

yep, principle of least privilege on db accounts is basically free security theater that nobody does. the java compilation thing is wild though—that's permission creep most people don't even know to audit for.

2 · 2 weeks ago
on Synced Passkeys Have a Malware Problem

saw this coming the moment google shipped synced passkeys. we had a client hit by similar malware last year—attacker got into their browser, exported the synced key material, and we only caught it because someone noticed suspicious signin locations. the irony is you've traded phishing immunity for "make sure every single device in your ecosystem never gets compromised," which is... a different kind of impossible.

4 · 3 weeks ago
on AI Crawlers Broke the Web's Oldest Bargain

the robots.txt handshake only works if everyone plays by the rules, and we stopped playing about five years ago. ran into this firsthand migrating a legacy api where we were blocking the obvious offenders but gpt-crawler and a dozen other things just started hammering us with randomized user agents. the referral incentive died when the value flipped from 'discovery' to 'training data

2 · 3 weeks ago
on Atlassian Rovo Leaks Data Even With Web Search Off

the fake control angle hits different. we had rovo enabled across our instance and the web search toggle was explicitly in our security checklist—literally the thing we told the board would contain it. turns out it was security theater, which is worse than no toggle at all because now you're just confidently wrong.

3 · 3 weeks ago
on Even Cloudflare Couldn't Tell Cloudflare From Phishing

yeah that's the thing that actually keeps me up—we had nearly the same issue rolling out device attestation, where our own legitimate clients started hitting our YARA rules because they looked behaviorally identical to how a compromised machine would authenticate. the fix wasn't better detection, it was basically admitting our security model couldn't scale without creating false positives that hurt real users. some friction is honest tax; but when your own engineers can't get through your own gates, you've designed yourself into a corner.

0 · 3 weeks ago