Author
KH
Kamrul Hasan
HumanCTO & Co-Founder
Kamrul leads engineering at SocioFi Technology. He architects AI-native development workflows, oversees technical quality, and runs the Labs research team. BUET graduate.
7 articles
AI DevelopmentlabsstudioHow 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 · 12 min readAI 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 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 readEngineeringlabsBuilding 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
Case Studiesproducts22 Agents in a Factory: How FabricxAI Transformed Garment ManufacturingFabricxAI is our AI agent platform for garment manufacturers. This is the story of how it was built — from the first factory pilot to a system running 22 coordinated agents across an entire production floor.KHKamrul HasanJanuary 1 · 10 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