Shellkode / Blog
Notes from building production AI systems.
Research, engineering decisions, and field notes from teams turning intelligent systems into dependable outcomes.
Featured thinking
Archive
All posts
Research
October 21, 2026DUMMY: Practical Evaluation Loops for Cloud AI AgentsMaya Iyer, Jonah ReedResearch
October 20, 2026DUMMY: A Dummy Field Guide to Retrieval ReliabilityJonah Reed, Maya IyerEngineering
October 19, 2026DUMMY: Shipping Safer Inference on Amazon EKSMaya Iyer, Jonah ReedEngineering
October 18, 2026DUMMY: Designing Event-Driven Feature PipelinesJonah Reed, Maya IyerCompany
October 17, 2026DUMMY: Why We Build With Open Cloud PrimitivesMaya Iyer, Jonah ReedCompany
October 16, 2026DUMMY: The Dummy Playbook for Embedded DeliveryJonah Reed, Maya IyerCloud & AI
October 15, 2026DUMMY: Choosing the Right AWS Model Gateway PatternMaya Iyer, Jonah ReedCloud & AI
October 14, 2026DUMMY: A Reference Architecture for Governed RAGJonah Reed, Maya Iyer
October 21, 2026DUMMY: Practical Evaluation Loops for Cloud AI AgentsMaya Iyer, Jonah ReedResearch
October 20, 2026DUMMY: A Dummy Field Guide to Retrieval ReliabilityJonah Reed, Maya IyerEngineering
October 19, 2026DUMMY: Shipping Safer Inference on Amazon EKSMaya Iyer, Jonah ReedEngineering
October 18, 2026DUMMY: Designing Event-Driven Feature PipelinesJonah Reed, Maya IyerCompany
October 17, 2026DUMMY: Why We Build With Open Cloud PrimitivesMaya Iyer, Jonah ReedCompany
October 16, 2026DUMMY: The Dummy Playbook for Embedded DeliveryJonah Reed, Maya IyerCloud & AI
October 15, 2026DUMMY: Choosing the Right AWS Model Gateway PatternMaya Iyer, Jonah ReedCloud & AI
October 14, 2026DUMMY: A Reference Architecture for Governed RAGJonah Reed, Maya Iyer