Playbooks & production notes — the launch-readiness library.https://axonbuild.com/https://axonbuild.com/blog/lovable-production-ready/https://axonbuild.com/blog/lovable-production-ready/Is Lovable production ready? Its own scan checks that protections exist, not that they hold. Here is what audits of real vibe-coded apps find one layer deeper.Thu, 16 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/vibe-coding-security-audit/https://axonbuild.com/blog/vibe-coding-security-audit/Pages selling a vibe coding security audit lead with scary percentages and no sample size. Here is what 26 real audits actually found, denominators attached.Thu, 16 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/ai-app-security-audit/https://axonbuild.com/blog/ai-app-security-audit/Do you need an AI app security audit? The record from 26 real audits: 0 came out green, 22 of 26 had a confirmed critical. Plus when a scanner alone is enough.Wed, 15 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/6-ways-your-vibe-coded-checkout-leaks-money/https://axonbuild.com/blog/6-ways-your-vibe-coded-checkout-leaks-money/Your vibe-coded checkout can take payments perfectly and still leak money six ways — confirmed across 21 audited AI-built apps, plus the one place to fix them.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/data-loss-bugs-in-your-ai-built-app/https://axonbuild.com/blog/data-loss-bugs-in-your-ai-built-app/Data-loss bugs AI-built apps ship by default: cascades that reach financial tables, deletes you can't undo, float money, and backups nobody has ever restored.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/is-your-ai-built-app-ready-to-launch/https://axonbuild.com/blog/is-your-ai-built-app-ready-to-launch/Is your AI-built app ready to launch? Check your AI app launch readiness against 26 real audits: zero green, scores 29 to 81, and a 12-pillar weakness ranking.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/one-database-no-staging-deploy-set-to-break/https://axonbuild.com/blog/one-database-no-staging-deploy-set-to-break/One database, no staging environment, and every push deploys straight to prod. Advice that says you can skip staging assumes a safety net you don't have yet.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/when-your-app-fails-silently-200-ok/https://axonbuild.com/blog/when-your-app-fails-silently-200-ok/A silent failure swallows its own error and answers 200 OK. In 17 of 21 third-party apps audited, errors were recorded nowhere. Make failure loud instead.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/why-ai-coding-tools-ship-security-holes/https://axonbuild.com/blog/why-ai-coding-tools-ship-security-holes/Why AI coding tools ship security holes: every published security stat is a lab rate. What actually shipped in 26 real apps: 22 of 26 red, zero green.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/why-your-ai-app-gets-harder-to-change/https://axonbuild.com/blog/why-your-ai-app-gets-harder-to-change/An AI app gets harder to change because nobody ever understood its code: at least 23 of 26 audited apps had zero working tests. The fix fits one afternoon.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahidhttps://axonbuild.com/blog/why-your-ai-app-stalls-at-100-users/https://axonbuild.com/blog/why-your-ai-app-stalls-at-100-users/Why an AI-built app stalls at 100 users: a missing connection pooler, an N+1 query, an unindexed foreign key. The wiring fixes that let a vibe coded app scale.Wed, 08 Jul 2026 00:00:00 GMTBilal Shahid