Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
How face matching turns a face into a vector and a score, why thresholds and bias tests matter, and what BIPA, GDPR and the EU AI Act require.
Voice agents chain speech to text, a model and speech, or use one realtime model over WebRTC or SIP. How they work and how to secure tools and callers.
ACP was IBM Research's REST protocol for agent messaging. It merged into A2A in August 2025. How runs, manifests and messages worked, and how to migrate.
Tier suppliers, send one standard request per tier, track each to validation, chase on a fixed ladder, and re-request on every new version or expiry date.
Your partner bank needs a current component inventory, KEV and EPSS ranked vulnerability status, patch timelines and secure development proof, kept fresh.
Check one dependency policy in three places: the assistant's tools, the editor and a blocking pull request gate, with evidence on every AI-added package.
Build one repo inventory, one policy and one findings model above every source control platform, map owners to business units, and onboard in waves.
Before an IPO, expect questions on your component inventory, license obligations, known exploited vulnerabilities and fix history. Here is a 90 day plan.
Run AppSec with a tiny team by turning it into defaults: automatic inventory, ranked findings, a few blocking gates, fixes in PRs, and a weekly routine.
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