AI Security
LLM-As-Judge Pitfalls In Security Evals
Using an LLM to score another LLM's output is expedient and dangerous. The judge has its own biases — ones that affect security evaluations specifically.
Feb 26, 20262 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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SBOM for EdTech Platforms: Protecting Student Data Through Supply Chain Transparency
EdTech platforms handle some of the most sensitive data — children's information. FERPA, COPPA, and state student privacy laws demand supply chain visibility that most EdTech companies lack.
Feb 26, 20266 min read
Cloud Security
EKS Pod Identity vs IRSA: A 2026 Migration Playbook
How to migrate from IRSA to EKS Pod Identity in 2026, including the trade-offs, the operational gotchas, and the cases where IRSA still makes sense.
Feb 26, 20266 min read
Industry Analysis
Manufacturing OT Supply Chain Security in 2026
Manufacturing has converged IT and OT for a decade, and the supply chain risk has followed. Here is what IEC 62443-aligned vendor management looks like in 2026, with the threats that justify it.
Feb 26, 20265 min read
Open Source Security
The OSS Pledge: Adoption Tracking at Six Months
Six months after the OSS Pledge launch, adoption is climbing but uneven. Who signed, who followed through with funding, and what the pledge has actually shifted in open-source economics.
Feb 26, 20266 min read
Industry Analysis
Why Developer Experience Matters to Security Programs
Security programs that ignore developer experience fail. This is not a culture complaint — it is a throughput argument, and the math is unforgiving.
Feb 26, 20268 min read
Compliance
What is FedRAMP
FedRAMP governs how federal agencies vet cloud software. Here's what it requires, what it costs, how long it takes, and what FedRAMP 20x changes.
Feb 26, 20267 min read
Tool Comparison
Tetragon vs Falco: 2026 Runtime Security Field Test
Both Tetragon and Falco run on eBPF and both ship as CNCF projects. We benched them side by side on a 400-node cluster — coverage, overhead, and enforcement behavior.
Feb 26, 20266 min read
Application Security
Reachability Analysis for Python and pip in 2026
Python reachability is hard but useful: dynamic dispatch, monkey-patching, optional extras, and how modern tools handle real Django and FastAPI services.
Feb 26, 20266 min read
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