This is a curated English edition of a legacy Portuguese article originally published on 2026-01-27. It preserves the public argument and editorial intent while avoiding private details, operational state, or unsupported new claims.
Core idea
The original post tracks the shift from single-turn tools to agents that participate in longer workflows.
The useful framing is teammate, not oracle. A teammate needs role clarity, task state, coordination, and review. Without those, autonomy becomes theater.
Editorial note
This translation was prepared during the governed migration of the legacy blog into the GitHub Pages hub. Technical references may age; when the topic involves law, public policy, infrastructure, or model behavior, treat the article as educational context and verify current sources before acting.
Portuguese source article: /blog/a-ascensao-imparavel-dos-agentes-de-ia-de-ferramentas-a-colegas-de-equipe/.