Version Control

Your AI Agent Is a Time Bomb. Here’s the Only Safety That Actually Works.

Most AI safety focuses on model alignment, but the real danger is runtime behavior. If your guardrail system isn’t versioned, auditable, and reproducible, it’s a placebo. The only safety that works is deterministic runtime interceptionโ€”and ModelFuzz shows how to do it right.

You’re Wrong About Interactive Rebase

Fear of interactive rebase is a symptom of not understanding Git’s underlying data model. Once you see it as a declarative UI for editing a linked list of commits, the tool becomes your most powerful ally. Clean histories, controlled narratives, and senior-level craftsmanship start with mastering rebase -i.

Git’s Terrible UX Is a Feature, Not a Bug. Here’s Why.

Git’s interface is notoriously terrible, but that’s not a flawโ€”it’s a feature. Drawing from the famous ‘Git Koans’ parable, this article reveals how Git’s opacity forces developers to internalize its data model through suffering, leading to true mastery. Stop fighting the tool and start embracing the Zen of version control.

The Real Reason OpenAI Forked Git (And It’s Not for Rust)

Git was built for humans. OpenAI’s fork signals a shift to agent-centric version control, where prompt-lineage and machine-generated logic replace human-readable commits. The real story isn’t a Rust rewrite โ€” it’s the colonization of software infrastructure by AI.