trends
Safeguard articles tagged "trends" — guides, analysis, and best practices for software supply chain and application security.
49 articles
MCP Vulnerability Disclosure Trends In 2026
MCP servers went from a niche protocol to standard agent infrastructure in under two years. The vulnerability disclosure landscape is catching up — fast, messily, and with patterns worth tracking.
CISA Secure-By-Design Pledge Update 2026
A senior engineer's view of where the CISA Secure-By-Design pledge stands in 2026, what signatories actually delivered, and what the second wave of expectations looks like.
Dependency Confusion Five Years In: Evolution
Dependency confusion turned five in 2026. We look at how the attack has evolved, why it still works, and what defenders have actually learned.
AI Coding Assistant Data Leak Incidents Trend
AI coding assistants are now standard developer tooling. The incident data from 2025 and early 2026 shows a recurring pattern of source code, credential, and customer data leaking through them.
CMMC 2.0 Rollout: Where Deadlines Actually Are
A senior engineer's guide to where CMMC 2.0 deadlines actually sit in 2026, what assessors are looking for, and how supply chain controls fit into the certification path.
Open Source Maintainer Targeting Trend
Open source maintainers are now a primary target for state and criminal actors. We trace the 2026 social engineering, infrastructure, and credential patterns.
Model Substitution Attacks: An Emerging Pattern
An attacker who can swap the model behind an API call can read every prompt and shape every response. The emerging trend in 2026 is model substitution as an attack class with its own techniques and disclosures.
NYDFS 500 Software Supply Chain Implications
A senior engineer's view of how NYDFS Part 500 amendments through 2025 and 2026 reshape software supply chain expectations for regulated financial institutions.
CI/CD Platform Attack Trends 2026
CI/CD platforms have become high-value supply chain targets. We analyze 2026 attack trends, including runner abuse, action poisoning, and OIDC token theft.
Prompt Injection From Research To Bug Bounty
Prompt injection started as a research curiosity. In 2026 it is a regular line item on bug bounty leaderboards, with payout norms, scope definitions, and a maturing triage culture.
Guardrail Consolidation: Market Dynamics 2026
Two dozen AI guardrail vendors in 2023. A much smaller set in 2026. The consolidation has pattern — integrated platforms beat standalone guardrails.
India CERT-In Software Supply Chain Update
A senior engineer's view of how CERT-In directives in 2025 and 2026 are reshaping software supply chain expectations for organizations operating in India.
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