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Public story · 2026-03-02 · source-backed
Paddo.dev published a comprehensive retrospective tracking Claude Code's five architectural eras over one year: Core Loop (plan-execute-verify), Context Wars (efficiency optimization), Multi-Model Routing (strategic model selection), Controllability (native scaffolding via hooks/skills replacing prompt guardrails), and Agent Teams (task-based swarm coordination). The key finding: despite these architectural shifts, the core discipline requirements never changed — clean context, explicit goals, plan-before-execution, and verification. The "autonomous loops replace human oversight" hypothesis proved false — confident outputs can be subtly incorrect, making verification more important as capability grows. paddo.dev
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Claude Code released Agent Teams / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code, Multi; reported by the same outlet (paddo.dev).
Claude Code released Agent Teams / Shared entity: Claude Code / Shared topic / What happened next
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; overlapping topics (agent, architecture, claude, code, context).
Claude Code released Agent Teams / Shared entity: Claude Code / Shared topic / What happened next / Tension
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; overlapping topics (agent, architecture, autonomou, claude, code).
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; overlapping topics (agent, architecture, claude, code, context).
Claude Code released Agent Teams / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code, Multi; overlapping topics (agent, architecture, claude, code).
Claude Code released Agent Teams / Shared entity: Claude Code / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; reported by the same outlet (paddo.dev).
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; reported by the same outlet (paddo.dev).
Claude Code released Agent Teams / Shared entity: Claude Code / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Claude Code released Agent Teams); both cover Claude Code; overlapping topics (autonomou, claude, code, comprehensive, context).