Writing · Nº 041065 essays
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Clear filtersEngineeringWhat to Log for an AI Feature, Field by FieldExactly what to log for an AI feature: inputs, model version, prompt, output, and decisions. The field-by-field record that makes an AI answerable later.EngineeringEncrypt 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.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.EngineeringIoT Dashboards Are an Ingest Problem, Not a Broadcast OneA real-time IoT dashboard is bound by telemetry ingest, not fan-out. Learn why buffering, batching, and downsampling at the edge beats streaming every reading.EngineeringHow to Refactor With AI in Small, Safe StepsRefactoring with AI works when you keep steps small and behavior locked. Here is the method I use to refactor with AI without breaking what already ships.EngineeringResidential vs Datacenter Proxies: Which to Use WhenA practical breakdown of residential vs datacenter proxies for web scraping: cost, speed, block rates, and how to pick the right one per target.EngineeringHow to Review Contractor-Delivered Code Before You Accept ItAn agency or contractor hands you a repo and an invoice. Here is how to review contractor-delivered code before you accept it and own the mess.EngineeringWhat You Should Never Self-HostOwning your stack does not mean self-hosting everything. Here is what you should never self-host, and why the hybrid line is where ownership pays off.EngineeringWhy Your Transactional Email Lands in SpamYour password resets and receipts are going to spam for a handful of fixable reasons. Here is why transactional email lands in spam and how to get it back in the inbox.EngineeringWrite Market Resolution Questions That Hold UpMost prediction market disputes trace back to a sloppy question. Here is how to write a market resolution question that resolves cleanly and cannot be argued.EngineeringHow to Own Your Backups When You Self-HostA practical guide to owning your backups when you self-host: what to back up, where to store it, how to test restores, and why the vendor is not doing it for you.