Writing · Nº 041065 essays
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Clear filtersEngineeringVPS Snapshots Are Not Backups: Know the DifferenceProvider snapshots feel like backups but fail the same disasters your server does. Here is the difference and why self-hosting still needs real offsite backups.EngineeringAutomated Scan vs Expert Review for Code Due DiligenceShould code due diligence be an automated scan or a human expert review? The answer is both, in order. Here is how to sequence automated scan vs expert review.StrategyRevenue Per Head Is the Agency Metric That MattersRevenue per head is the clearest measure of agency delivery leverage. Here is why it beats revenue growth, and how to raise it with systems, not hours.OperatingHow to Sample AI Outputs for Quality ReviewYou cannot review every AI output, so sample them. How to build a sampling and QA process that catches drift and gives you real numbers to show buyers.EngineeringHow to Track MAP Violations With Price ScrapingBrands lose margin to unauthorized discounting. Here is how to track MAP violations with price scraping across retailers and marketplaces, and what data you need.EngineeringHow to Write an AI Incident Response Plan Before You Need ItAn AI incident response plan you write after the failure is a postmortem. Here is how to build the runbook that contains the damage while it is happening.StrategyHow to Batch a Month of Artist Content in One DayA content engine an artist can sustain runs on batching, not daily grinding. Here is how to batch a month of content in one session without burning out.AIDesign the Fallback Before the Model Fails YouThe model will fail, time out, or return garbage. AI-native failure design means building the fallback path first, so a bad model call degrades instead of breaking.EngineeringWhy Your App Emails Land in Gmail's Promotions TabYour transactional emails landing in Gmail's Promotions tab is a content and design problem, not just spam. Here is why it happens and how to fix it.AIHow to Evaluate an AI Video Tool: A Real ChecklistSkip the hero reel. Judge an AI video tool on consistency, control, speed, and cost per usable clip. Here is the checklist I run before I trust one.EngineeringHow to Evaluate a Real-Time Backend ProviderA checklist for evaluating a real-time backend: presence, delivery guarantees, scaling, auth, and pricing. The questions that separate a real provider from a demo.EngineeringSelf-Hosting Mistakes That Burn People and How to Avoid ThemMost self-hosting horror stories come from a few avoidable mistakes. Here are the self-hosting mistakes that burn people and how to skip every one.