Writing · Nº 041065 essays
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Clear filtersAIWhy AI Agents Fail in Production (and How to Fix It)AI agents fail in production for a handful of predictable reasons. Here are the real failure modes and how to design agent reliability from the start.AIWhy Single AI Agents Don't ScaleA single AI agent handles a demo. It falls apart in production. Here is why single agents don't scale and what a real automation platform does instead.EngineeringWrite the Spec Before the Prompt, Every TimeWhy you should write the spec before the prompt when building with AI. The spec is the cheapest place to be wrong, and it decides everything the model does next.StrategyOwn Your Music Audience: Build the List, Not the FollowsStreaming followers are rented. An email and SMS list is owned. Here is why an independent artist should build a direct audience and how to start doing it now.OperatingWhat a Content Workflow Really IsMost teams do not have a content workflow, they have a pile of habits. Here is what a real content workflow is and how to build one that scales.StrategyWhy One Operator Beats a Team HereRunning an AI-native portfolio solo is not a constraint I am stuck with. It is a structural advantage. No coordination tax, one standard, decisions that ship the same day.ThesisAI-Native Document Review Beats Keyword-First E-DiscoveryAI-native document review reasons over the file instead of matching keywords. Here is why model-first review beats Boolean e-discovery in litigation.AIAI Video for UGC-Style Ads Without Hiring CreatorsHow to make UGC-style ads with AI video: the handheld look, the talking hook, the authenticity cues that make it convert, and where real creators still win.EngineeringContext Window Management for AI Coding AgentsContext window management is the skill that separates fast AI coding from slow flailing. Here is how I feed an agent just enough, and no more, to ship.StrategyData Gravity Is the Real Lock-In, Not Your ContractVendor contracts are not what trap you. Data gravity is: the mass of data and integrations that make leaving a platform slow. Here is how to fight it.EngineeringHow to Evaluate Open Source Dependency Health Before You Adopt ItStars do not tell you if a library is alive. Here is how to evaluate open source dependency health before you build your product on top of it.OperatingHow to Get Your Team to Actually Adopt a New CRMCRM adoption fails when the tool creates work instead of removing it. Here is how to get your team to actually use a new CRM, not route around it.