Posts Tagged "Software Architecture"

AI Roundtable: Why I Built a Deliberation Tool Instead of Another Chatbot

Why a confident, single AI answer can hide real engineering risks, and how forcing models to argue with each other surfaces what the initial answer leaves out.

Guardrails Without a Gatekeeper: Six Rules for Autonomous LLM Applications

Six practical guardrails for a public LLM chatbot: evaluate outputs, constrain context, verify users, cap cost, choose modest models, and fail safely.

The AI-Native SDLC: From Manual Coder to Strategic Curator

January 25, 2026

How AI is reshaping the software development lifecycle, not just as a coding assistant, but as a complete architectural shift in how teams plan, build, verify, and ship software. A practical guide for developers, business analysts, architects, and teams responsible for CI/CD in an AI-native organization.