Best Practices
Continuous Asset Discovery vs Quarterly Inventory
Quarterly inventories are wrong by the time they are signed. Continuous discovery is the only model that matches modern rates of change.
Feb 28, 20267 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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Crypto Exchange Supply Chain Defence 2026
Crypto exchanges remain the highest-value target for supply chain attackers. Here is the 2026 defence playbook that hardens the entire stack.
Feb 28, 20266 min read
AI Security
GenAI Coding Agent Privilege Escalation
Autonomous coding agents can escalate privilege in subtle ways that traditional threat models miss. A breakdown of the common escalation paths and how to constrain them.
Feb 28, 20267 min read
AI Security
Griffin AI vs GitHub Copilot for Vulnerability Fixing
GitHub Copilot suggests fixes. Griffin AI generates fix PRs with taint paths and disproof attached. The difference is review burden.
Feb 28, 20262 min read
AI Security
Continuous Eval & Release Gating: Griffin AI vs Mythos
Evals that run once are marketing. Evals that run on every build are infrastructure. Griffin AI runs the harness on every change; Mythos does not describe one.
Feb 28, 20267 min read
AI Security
Race Condition Detection: Griffin AI vs Mythos
Race conditions are the hardest class of vulnerabilities for static analysis. Specific architectural capabilities separate tools that find them from tools that claim to.
Feb 28, 20263 min read
AI Security
LLM Selection For Security Workflows
Picking a model for a security workflow is not the same as picking one for a chatbot. Here are the criteria that actually matter and how to weigh them.
Feb 28, 20267 min read
AI Security
Open-Source LLM Supply Chain Incidents 2026
Open-source LLM ecosystems hit a turning point in 2026 as supply chain incidents — backdoored fine-tunes, compromised weights, malicious adapter packages — moved from rare to recurring.
Feb 28, 20268 min read
Open Source Security
Polyglot Monorepo: Unified Supply Chain Program
A 2026 unified supply chain program for polyglot monorepos — bringing Node, Python, Go, Java, and more under one set of policies — anchored by Safeguard.
Feb 28, 20267 min read
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