Best Practices
Post-Quantum Signing: An Artifact Migration Plan
A concrete migration plan for artifact signing from ECDSA to ML-DSA and SLH-DSA, covering Sigstore, Notary, HSMs, and staged hybrid rollouts.
Mar 5, 20265 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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Metrics Developers Care About: Secure By Default
Most security metrics are built for the security team. A guide to picking metrics that developers will actually act on, with examples from secure-by-default workflows.
Mar 5, 20268 min read
AI Security
Griffin AI vs OpenAI Assistants API for SecOps
The OpenAI Assistants API is a general agent framework. SecOps needs more than a framework — it needs the engine-grounded reasoning Griffin AI adds on top.
Mar 5, 20263 min read
AI Security
Context Window Limits: Griffin AI vs Mythos
Context-window size matters less than context quality. A look at how Griffin AI's engine-grounded context beats pure-LLM retrieval at monorepo scale.
Mar 5, 20266 min read
AI Security
Frontier Model Pricing Pressure: Architectural Response
Frontier model pricing is rising even as cheaper alternatives proliferate. The 2026 architectural response is multi-tier model routing — and the security implications are non-trivial.
Mar 5, 20268 min read
AI Security
Eval Harness As Release Gate For AI Features
Shipping AI features without an eval harness is shipping without tests. Here is how to build one that actually gates releases without becoming a bottleneck.
Mar 5, 20268 min read
Industry Analysis
EHR Integration Vendor Controls Blueprint
EHR integrations move PHI between dozens of systems. This blueprint shows how to control the third-party risk surface without breaking interoperability.
Mar 5, 20266 min read
AI Security
Chain-Of-Thought For Vulnerability Reasoning
Chain-of-thought helps LLMs with multi-step problems. For vulnerability reasoning, it helps — but only when the chain is grounded in structured evidence.
Mar 5, 20262 min read
Tools
GitHub Advanced Security 2026: Copilot Autofix Goes GA
GHAS in 2026 made Copilot Autofix generally available, opened secret scanning to Team plans, and shipped extended secret metadata. We walked the upgrade for an org with 800 repos.
Mar 5, 20266 min read
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