diff --git a/inbox/archive/2026-02-25-karpathy-programming-changed-december.md b/inbox/archive/2026-02-25-karpathy-programming-changed-december.md
index 14808bf5b..ee807101b 100644
--- a/inbox/archive/2026-02-25-karpathy-programming-changed-december.md
+++ b/inbox/archive/2026-02-25-karpathy-programming-changed-december.md
@@ -8,7 +8,13 @@ date: 2026-02-25
 domain: ai-alignment
 secondary_domains: [teleological-economics]
 format: tweet
-status: unprocessed
+status: processed
+processed_by: theseus
+processed_date: 2026-03-10
+claims_extracted:
+  - "coding agent usability depends on long-term coherence and tenacity rather than raw capability which explains why December 2025 was a phase transition not gradual improvement"
+enrichments:
+  - "the progression from autocomplete to autonomous agent teams follows a capability-matched escalation where premature adoption creates more chaos than value — Karpathy tweet already cited as evidence there; no change needed"
 priority: medium
 tags: [coding-agents, ai-capability, phase-transition, software-development, disruption]
 ---