AI Agent Guardrails That Work: 4 Production Wipes, 4 Fixes
AI agent guardrails from 4 real production wipes — PocketOS, Replit, Amazon. Scoped tokens, destructive-action gates, isolated backups, plan-first mode.
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Hetzner vs DigitalOcean 2026: Real Numbers After the Price Hike
Hetzner just raised cloud prices 30–37% on April 1. Real migration numbers, current per-month costs, and when DigitalOcean still wins for your stack.
AI Coding Tools Leak Secrets 2x More: 2026 GitGuardian Data
GitGuardian counted 28.65M leaked secrets in 2025. AI-assisted commits leak 2x more, Claude Code hits 3.2%. Here's the pre-commit setup that blocks it.