Design is Code - Deterministic AI Code Generation with UML and London-Style TDD
AI writes code fast. You review it slow. That’s not collaboration — that’s exploitation.
Post Archive with Feature Rows
Thinking on SDD AI Development
Vibe coding is for spikes. Spec-driven development is for production. Before you let an LLM generate code, you should know how every element works.
Deploying an AI Agent to AWS: OpenAI Agents SDK + FastAPI + Lambda
Deploy a production-ready AI agent to AWS Lambda using OpenAI Agents SDK, FastAPI, and Terraform.
The Control Spectrum: 8 AI Orchestration Patterns from Full Control to Full Autonomy
AI architecture isn’t binary. It’s a spectrum.
Choosing the Right LLM for Generative vs Discriminative Tasks
Choosing the wrong model for the wrong task leads to unstable systems, wasted compute, and unpredictable behavior.
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