Codebase intelligence, security triage, Adobe Commerce, and AI-assisted development — written by practitioners who work with these systems every day.
Today, Adobe stops patching Magento 2.4.4. No more security fixes. No more support. If you're running it — or managing clients who are — here's what the real risks look like and what steps to take starting today.
Read the post →From the terminal command to the three output files — a step-by-step walkthrough of exactly what Ghost Architect produces, what a Critical finding looks like in practice, and how an agency uses it the same day as the client kickoff.
Read the post →658 files. $0.23 in API costs. Three Critical findings including a credential exposure, a race condition inflating ad spend by 10–20%, and a mass assignment vulnerability with no CSRF protection. Here's the full breakdown.
Read the post →We scanned 658 files, surfaced 18 findings, and the total API cost was $0.23. Here's exactly where that money goes, how Ghost Pro users actually run 10–20 scans per month for $2–5 in API costs, and why the economics change everything about how often teams should be doing this.
Read the post →AI coding agents are powerful. But pointing an autonomous agent at a codebase you don't understand is how you create expensive, hard-to-reverse problems. The right sequence is triage first, agent second — and here's exactly why that order matters.
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