https://jamal.dev/categories/ai-engineering/Recent content in AI Engineering on Jamal YusufHugoen-usSat, 20 Jun 2026 00:00:00 +0000https://jamal.dev/writing/context-engineering-production-agents/Sat, 20 Jun 2026 00:00:00 +0000https://jamal.dev/writing/context-engineering-production-agents/<p>There is a moment in every complex AI project when the prompts stop working.</p> <p>You have beautiful ReAct loops. You have tool schemas. You have a vector store full of relevant documents. And yet the agent drifts. It forgets constraints three turns in. It hallucinates policy details it was explicitly told. It loses the thread between a membership eligibility check and the downstream claims adjustment it was supposed to trigger.</p>