Software Engineering

Three signal events in early 2026 made it undeniable that AI-assisted coding crossed the chasm: NYT declared programming over, Stripe's agents ship 1,300 PRs/week, and Amazon's mandated AI rollout backfired.

Agentic Engineering is the operating model that turns AI-generated code into scoped, reviewable, secure, production-ready software work.

Archon’s workflow marketplace shows how deterministic YAML workflows can make AI coding agents repeatable, reviewable, and safer at scale.

Anthropic’s 2026 agentic coding report is best read as an orchestration playbook: tests, permissions, audit logs, rollback, and human review before multi-agent autonomy.

45% of AI-generated code contains security vulnerabilities. Vibe coding worked for prototypes, but production needs engineering discipline. Here is a practical framework for when to vibe and when to engineer.