Software Architecture Solving AI Sprawl: Using Git Worktrees and ADRs to Govern Parallel Agents How a five-phase AI-assisted SDLC pipeline (SpecKit, Git worktrees, /done, Claude Poll, /fix-pr) enforces architectural discipline at speed without the AI sprawl.
Software Engineering Two Kinds of Human-in-the-Loop — And Why LangGraph Needs Both Two kinds of HITL interrupts in LangGraph: information gaps (stuck, need data) vs authority gaps (stopped, need approval). Design for both; use interrupt(), never END as pause.
Software Engineering Agentic AI Governance: It Fails at System Assumptions Agentic AI governance for mission-critical software: a three-tier model, ADR boundaries, and why AI fails at system assumptions, not syntax.
