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Container Security

Runtime Container Drift: Supply Chain Implications

Runtime drift is the last honest witness in container supply chain defence. This post covers what drift signals tell you, how to instrument for them, and how to investigate without overwhelming on-call.

Mar 19, 20267 min read
Regulatory Compliance

ISO 27001:2022 Aligned Supply Chain Program

ISO 27001:2022 added explicit supply chain controls in Annex A. Learn how to build a program that satisfies A.5.19 through A.5.23 with continuous evidence.

Mar 19, 20267 min read
Regulatory Compliance

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.

Mar 19, 20267 min read
AI Security

Breaking Change Awareness: Griffin AI vs Mythos

An auto-fix that closes a vulnerability and breaks the build is not a fix. Breaking-change awareness separates auto-PRs that ship from auto-PRs that get reverted.

Mar 19, 20266 min read
AI Security

Evidence-Attached Fix PRs Reviewers Trust

Reviewers trust fix PRs that come with evidence. Here is how to attach the right evidence so AI-assisted remediation gets approved on the first pass.

Mar 19, 20267 min read
AI Security

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.

Mar 19, 20262 min read
Ransomware

Fog Ransomware: Why the Education Sector Keeps Getting Hit

Fog ransomware has carved a niche targeting schools and universities, exploiting chronic underfunding and SonicWall VPN vulnerabilities to devastating effect.

Mar 19, 20266 min read
DevSecOps

GitLab CI Supply Chain Hardening Checklist 2026

A 2026 hardening checklist for GitLab CI: ID tokens, protected branches, runner isolation, included templates, and the controls that actually shrink blast radius.

Mar 19, 20265 min read
AI Security

MCP Server Authorization Patterns in 2026

The Model Context Protocol shifted agent integration from custom glue to a standard surface. Authorization patterns that work, and the ones that keep biting teams.

Mar 19, 20266 min read

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