Writing · Nº 041065 essays
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Clear filtersEngineeringWebhook vs Polling for Triggering Automation WorkflowsShould your AI workflow be triggered by a webhook or a polling loop? Here is how to decide, when each one wins, and the failure modes both hide from you.EngineeringMigrate Email Providers Without Losing DeliverabilitySwitching transactional email providers can tank your inbox placement overnight. Here is how to migrate providers without losing deliverability or dropping sends.EngineeringWeb Scraping Mistakes That Get You BlockedThe common web scraping mistakes that get you blocked: bad rate limits, obvious fingerprints, ignoring soft blocks, and treating every target the same way.EngineeringMistakes to Avoid When Building a Shared FoundationThe common mistakes that turn a shared foundation into dead weight: premature abstraction, no owner, leaky product logic, and versioning you skipped.EngineeringPaaS vs Self-Hosted VPS: Which Should You Actually PickPaaS vs self-hosted VPS comes down to control and cost at scale. Here is how to pick, where each wins, and when the convenience stops being worth it.EngineeringReal-Time Backend Mistakes That Break Apps at ScaleThe real-time backend mistakes that look fine in a demo and collapse under load. Here are the failures I see most and how to design around them before launch.EngineeringAI Coding Platform vs AI Coding AssistantAI coding platform vs AI coding assistant: an assistant completes your lines, a platform runs the whole build loop. Here is the real difference and which you need.EngineeringGenerate Docs From Code With AI Without the RotAI can generate documentation fast, but generated docs rot the moment code changes. Here is how to generate docs from the source of truth so they stay honest.EngineeringHow to Run a Staging Environment on One VPSYou do not need a second server for staging. Here is how to run a staging environment on the same VPS as production without them colliding.EngineeringHow to Build a Golden Eval Set for an AI FeatureA golden eval set is the fixed, labeled test cases that tell you if an AI feature got better or worse. Here is how to build one before you tune a single prompt.EngineeringCode Quality Score vs Test Coverage: What to TrustCode quality score vs test coverage: they measure different risks. Here is what each one actually tells you and why coverage alone will lie to your face.EngineeringIncremental Crawl vs Full Recrawl: How to DecideAn incremental crawl only fetches what changed since last time. A full recrawl refetches everything. Here is how to choose and cut most sites' cost by 90 percent.