Writing · Nº 041065 essays
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Clear filtersOperatingHow to Prove AI Reliability to Enterprise BuyersWhat enterprise buyers need to sign: evidence the system will not lie and will not do damage, packaged as evals, audit logs, and claims you can defend.ThesisIs Your Shared Foundation a Single Point of Failure?A shared foundation means one bug can break every app at once. Here is how to get the compounding upside without turning the foundation into a portfolio-wide fault line.EngineeringHow to Handle Timeouts and Long-Running Workflow StepsA step that hangs can freeze an entire AI workflow. Here is how to set timeouts, handle long-running steps, and keep automation from stalling on a slow dependency.EngineeringHow to Keep Scrapers Reliable at ScaleHow to keep scrapers reliable at scale: design for failure, add backpressure, isolate targets, and measure real success so one bad target cannot sink the job.EngineeringWhy Transactional Email Needs Idempotency KeysRetries and duplicate triggers cause double sends unless your transactional email is idempotent. Here is how idempotency keys stop the duplicate receipt problem.StrategyWhat an AI Product SLA Should Actually PromiseAn uptime SLA does not cover the risk an enterprise buyer actually fears. Here is what an AI product SLA should promise: behavior bounds, not just availability.StrategyHow to Handle the Hallucination Objection in Enterprise SalesWhat if it hallucinates is the objection that kills enterprise AI deals. Here is how to handle the hallucination objection: do not deny it, bound it, and prove the bound.EngineeringHow to Measure AI Agent ReliabilityMeasuring AI agent reliability means tracking the right metrics: confident error rate, escalation rate, and drift, not just accuracy. Here is what to instrument.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.EngineeringSelf-Hosting Does Not Mean 3am PagesThe biggest myth about self-hosting is that you will be on call constantly. Here is why a well-set-up VPS runs quietly and rarely pages you at all.EngineeringHow to Handle Anti-Bot Systems in Web ScrapingHow to handle anti-bot systems in web scraping: understand what they detect, blend in instead of brute-forcing, and know when a target is not worth beating.EngineeringHow a Monitoring Agent Catches Silent Workflow FailuresThe worst automation failures throw no error, they just quietly stop working. Here is how a monitoring agent catches silent workflow failures before customers do.