
SOC 2 Compliance: Security Requirements for Engineering Teams
SOC 2 compliance requirements map to Trust Services Criteria CC6, CC7, and CC8. Learn what engineering teams must implement, which tools help, and how to produce audit evidence.
Insights, tutorials, and best practices for secure development

SOC 2 compliance requirements map to Trust Services Criteria CC6, CC7, and CC8. Learn what engineering teams must implement, which tools help, and how to produce audit evidence.

Learn how to integrate DAST into CI/CD pipelines with staging environments, authenticated scans, failure thresholds, and PR-level results.

Anthropic's $100M Project Glasswing uses an unreleased frontier model to find zero-days in critical infrastructure. Most teams need something different: automated scanning that catches known vulnerabilities on every pull request.

Compare top DAST tools — ZAP, Burp Suite, Invicti, Acunetix, and Nuclei — on pricing, scan speed, false positives, and CI/CD integration.

Track DevSecOps metrics like MTTR, escape rate, and scan coverage. Learn the five KPIs that turn security into a measurable program.

Compare DevSecOps tools across every SDLC phase — plan, code, build, test, deploy, and monitor. Open-source and commercial options included.

Secrets detection tools find hardcoded API keys, passwords, and tokens before production. Learn how regex and entropy scanning work.

Five real AI agent security incidents. Three attack patterns. One conclusion: the agent attack surface isn't theoretical anymore. Here's what the incidents prove and what to do about it.

A 22-year-old RIT student used cat memes, Discord conversations, and methodical research to help crack the Kimwolf botnet — two million compromised Android devices hiding in plain sight on home networks worldwide.

A security champion program embeds security expertise in every dev team. Learn how to select champions, define roles, and measure success.

Shift left security moves vulnerability detection to the earliest development stages. Learn the cost-of-fix curve and how to embed testing in your SDLC.

Every disclosed AI agent and AI coding tool security incident since 2025, with CVEs, severity ratings, affected products, and one-line descriptions. Updated as new incidents are disclosed.
Showing 25–36 of 199 posts