Praveen Chandra Srivastava·Oct 6Designing an Enterprise AI Gateway: From LLM API Wrapper to AI Control PlaneIntroduction
InLevel Up CodingbyAri Joury, PhD·Sep 29AI is like a gifted child. We can’t let it do everythingIt actually thrives when we give it some rules. Here’s how to give it the right onesA response icon1A response icon1
Savitha Sam Abraham·Sep 13Can AI Kill Humans?AI Won’t Kill Us. Unless We Choose to Build It Unsafely.
InLevel Up CodingbyAri Joury, PhD·Sep 1Is “Reliable AI” Overhyped?What do imperfect humans give us that an AI system may not?A response icon5A response icon5
Amarnath Bagineni·Aug 17A hallucination is the model working correctlyA model is random by design. The reliability comes from the harness around it: deterministic code that calls the model like a function and…
Amr Koura·Apr 26Building a Production-Grade RAG System for Claims Processing — Part 2: Multi-Agent Architecture for…From Retrieval to Decision: Designing a Multi-Agent Architecture for Reliable AI
InLevel Up CodingbyAri Joury, PhD·Apr 6Building the Anti-Hallucination Pipeline: Post-Hoc Verification in PracticeHow to design multi-model architectures that catch errors before your clients do.A response icon1A response icon1
Lucas Kim·Feb 3We Let an AI Run Shell Commands on Our Infrastructure. Here’s What We Learned About Security.OpenClaw is an open-source platform for running autonomous AI agents with real tools — shell access, file operations, browser control, and…
iMerit Inc·Feb 2From Subjective to Computable: Turning Quality into Code with a Quality RubricBuilding high-quality labeled datasets is one of the most complex aspects of creating reliable AI systems. This is especially true in…
InAI MindsetbyDr. Fadi Shaar·Jan 29From Impressive Demo to Reliable AI System: The Engineering Gap Most Teams IgnoreIt’s easy to write import openai and call it an AI solution. It’s easy to plug a chatbot into a website and label the company “AI-driven.”…
