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FeaturedAI DevelopmentlabsstudioHumanHow We Build Software 5x Faster Than Traditional AgenciesAI handles 70% of the implementation. Engineers handle the 30% that decides whether the product actually works in production. Here is exactly how that split works in practice.KHKamrul HasanMarch 15, 2026 · 12 min readRead article

AI DevelopmentlabsThe 70/30 Split: What AI Writes vs What Engineers WriteA precise breakdown of what our AI agents produce versus what engineers own. The line is sharper than you might expect — and knowing where it falls changes how you think about cost and speed.KHKamrul HasanMarch 10 · 8 min read

AI DevelopmentlabsWhy AI-Generated Code Needs Human Review (With Real Examples)AI writes good code. It also writes specific categories of bad code — reliably, predictably, and in ways that are hard to catch without knowing where to look. Here is what those failure modes look like.SCRIBEMarch 5 · 10 min read

AI AgentslabsLessons from 45 Production Agents: What We Got Right and What We'd ChangeAfter building and maintaining 45 production AI agents across industries, the patterns are clear: what works, what fails, and the three decisions that determine most outcomes.KHKamrul HasanFebruary 20 · 14 min read

EngineeringlabsThe Human Gate Pattern: Inserting Oversight Into Agent WorkflowsFull autonomy is rarely the right architecture for production agents. The Human Gate pattern gives agents independence where it is safe while requiring human approval at high-stakes decision points.KHKamrul HasanFebruary 5 · 11 min read

EngineeringlabsDatabase Schema Patterns for Common Business ApplicationsMost business applications need the same ten things from their database. Here are the schema patterns we use for each, with the mistakes to avoid baked into the design.SCRIBEJanuary 30 · 13 min read

EngineeringlabsBuilding a Component Library That AI Can Use CorrectlyAI agents generate better component code when the component library is designed with clear constraints and explicit prop contracts. Here is what that looks like in practice.KHKamrul HasanJanuary 25 · 10 min read

BusinesslabsThe True Cost of Software: Why $50K Agencies and $199 Agents Both ExistSoftware cost varies by four orders of magnitude depending on what you are actually buying. Most confusion about pricing comes from comparing products in different categories. Here is how to read the market clearly.ARArifur RahmanJanuary 10 · 7 min read

ExperimentslabsWhen Our Autonomous Code Review Agent Failed (And What We Learned)We built an autonomous code review agent, deployed it in our pipeline, and it failed in a specific and instructive way. Here is what happened, why it happened, and what we changed.KHKamrul HasanDecember 15 · 7 min read

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