TOKEN CRUNCH
Pillar

agentic swe

2 articles

2026-05-10 · fast signal
3 min

Stop Comparing AI Models Like Software Versions

Every time a new model drops, Reddit fills with hot takes. Version X is better. Version Y is ruined. The entire framing is wrong — and it leads engineers to make bad decisions.

2026-05-10 · fast signal
6 min

The Planner-Executor Pattern Is a Tooling Problem, Not a Strategy

The 'Planner-Executor' pattern, where a human provides a step-by-step plan for an AI to execute, is a symptom of a tooling gap, not a sustainable agentic strategy. While some frontier models are demonstrating long-term autonomous capability, practitioner tools still force engineers to act as an external executive function. The real metric for progress isn't task completion, but the Mean Time Between Required Human Interventions (MTBI).