Writing · Nº 041065 essays
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Clear filtersEngineeringEncrypt Your Backups Before They Leave the ServerClient-side backup encryption is non-negotiable when you self-host. Encrypt before backups reach object storage so a bucket breach never exposes your data.EngineeringPin the Model Version in Production, Don't Float ItLetting your AI product float to the latest model version means your behavior changes without warning. Why to pin the model version in production and upgrade on purpose.ThesisTrust Is the One Thing You Cannot RebuildAcross a portfolio carrying one name, a single confident lie does not break one feature. It breaks the reason anyone trusted the whole system. That asymmetry sets the rules.OperatingWho Should Own AI Governance in Your CompanyAI governance fails when everyone owns it, which means no one does. Here is how to assign real ownership across engineering, legal, and the person accountable.StrategyWhy Cue Sheets Decide Whether You Get Paid for SyncYou can land a sync placement and still never see the performance royalty. The cue sheet is why. Here is how cue sheets work and how to make sure yours gets filed.StrategyDoes Your AI Startup Need SOC 2 to Sell to EnterpriseDoes your AI startup need SOC 2 to sell to enterprise? Yes to open the door, but it does not answer the AI-specific risk buyers actually care about. Here is the gap.StrategyGeneral Practice Tools vs AI-Native PI Case SoftwareWhy general legal case management tools fall short for personal injury firms, and where AI-native PI software wins on intake speed, contingency economics, and case ops.OperatingHow to Run a Transparent Prediction MarketA transparent prediction market needs published rules, on-record resolution, and open trade data. Here is how to run one people will actually trust.StrategyAI Agency Software vs Hiring: Which One ScalesShould you hire another account manager or run on AI agency software? A direct comparison of cost, speed, and what actually scales as you add clients.ThesisAI-Native FP&A vs Spreadsheet ForecastingAI-native FP&A treats the forecast as a living model tied to real data. Spreadsheet forecasting is a snapshot that rots the day you save it. Here is the gap.AIAI Video for SaaS Onboarding Videos You Can Reshoot FreeAI video for SaaS onboarding videos wins because you can regenerate them every release instead of shooting once and letting them rot. Here is the workflow.EngineeringBuild Your Own SERP Scraper Instead of Renting Rank DataRank tracking tools resell SERP data at a markup. Here is when to build your own SERP scraper for SEO data, what breaks, and when renting is still the smart call.