Session 01 : Systemic Intelligence Architecture
Moving from Web2 Monoliths to Context-Engineered Systems
AI is no longer a wrapper script or a side experiment—it is a core architectural layer. In the kickoff session of SprintQ3, we address the fundamental shift in software engineering: how to evolve from traditional Web2 application architectures to stateful, context-engineered intelligent systems.
We are skipping basic prompt tutorials and jumping straight into software design patterns for AI. Learn how modern backend architectures stream real-time context, integrate vector memory, and expose safe interfaces to autonomous agents.
What We'll Cover:
The Paradigm Shift: Why traditional CRUD applications fail under non-deterministic workloads.
The Intelligence Stack: Vector context, real-time streaming, and protocol-driven tool execution.
Architectural Trade-offs: Latency vs. accuracy, state management in agentic workflows, and system boundary security.
The Codelab:
Blueprinting the SprintQ3 System Baseline. You will design the high-level architecture diagram for our cohort project, mapping data ingress, context storage, MCP server boundaries, and evaluation guardrails.