Industry Analysis
Payment Processor Supply Chain Resilience
Payment processors run on borrowed dependencies. This is how to build a supply chain resilience program that keeps authorization rates intact during a crisis.
Apr 8, 20266 min read
Resources
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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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
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
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
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
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
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
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
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
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