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Supply Chain Security, in plain English.

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.

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AppSec

OWASP Top 10 Vulnerabilities 2023: A Retrospective That Still Applies

There was no new web OWASP Top 10 in 2023 — but the OWASP Top 10 vulnerabilities 2023 story is really about the 2021 web list holding firm and the API Security Top 10 getting a major refresh.

Apr 8, 20268 min read
AI Security

Agentic AI Budget Explosions And Cost Controls

Agent runaway is no longer a theoretical risk — it is a line item on quarterly variance reports. The 2026 trend in agentic AI is less about model capability and more about who pays when an agent loops.

Apr 8, 20267 min read
Compliance

Secure by Design Pledge: Reading the 2026 Progress Reports

More than 250 manufacturers have signed CISA's Secure by Design pledge. We read the public progress reports to see who is actually moving on the seven goals.

Apr 8, 20266 min read
Best Practices

Continuous Vendor Monitoring vs Annual Review

Annual vendor reviews discover problems eleven months too late. Continuous monitoring closes the gap, but only if your TPRM tooling can ingest and normalize signals at vendor scale.

Apr 8, 20267 min read
Agent Security

CrewAI Sandbox Escape: Four CVEs That Chain Through Prompt Injection

Cyata disclosed four CrewAI vulnerabilities in early 2026 that chain through prompt injection to RCE, SSRF, and arbitrary file read. The Docker-fallback design pattern is the root cause.

Apr 8, 20266 min read
Best Practices

Discovering Shadow AI Models In Production

Engineers ship models faster than security can track them. Here is how to find shadow AI in production without slowing the teams that build it.

Apr 8, 20267 min read
AI Security

Enterprise MCP Registry Onboarding Process

A repeatable onboarding flow for adding MCP servers to an enterprise registry without becoming the team that says no to everything.

Apr 8, 20267 min read
DevSecOps

IDE-Time Feedback Loop For Supply Chain

The editor is the highest-leverage place to catch supply chain risk. A design guide for building IDE-time feedback that developers actually want.

Apr 8, 20267 min read
AI Security

LLM Traces and Evals: The Missing Layer in AI Supply Chain Security

Prompt traces and offline evals are standard hygiene for ML teams, but almost nobody treats them as supply chain telemetry. They should be. Here's how traces and evals plug into SBOM and reachability as a fourth security signal.

Apr 8, 20267 min read
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