When AI Proposed 412 Edits, We Decided Every One
How we caught an 83% error rate in AI-proposed memory cleanups, fixed the logic, and processed 412 decisions with measurable precision gates intact.
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When Your Bug Meets Their API Key
A real debugging story about putting a client's AI assistant live on their own API key. Why BYOK isn't just pricing—it's a trust boundary that changes everything.
Database Read-Only for 3 Months: SELinux, Docker, UID
A production database went read-only for months due to forgotten UID mapping in Docker with SELinux enabled. Learn how to prevent this costly infrastructure mistake.
What Attackers See in Your Exposure Report
Learn to read security reports like an attacker would. Discover which vulnerabilities create real opportunity and how to prioritize fixes that actually reduce attack surface.
WordPress is a Liability: When to Rebuild
WordPress maintenance costs spiral when patching becomes more expensive than rebuilding. Learn the red flags that signal it's time to move on.
Self-Host Your Fleet: Control, Cost & Compliance
Why fleet self-hosting matters: data sovereignty, cost control, and operational independence. Practical benefits and how to overcome common concerns.
Self-host Plausible Analytics in an Afternoon
Deploy privacy-first analytics on your own infrastructure in half a day. Own your data, skip the SaaS pricing, track multiple sites from one instance.