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+# Theo Browne (t3.gg)
+
+#entity
+
+## Summary
+
+Developer, educator, and founder (t3.gg / "Ping"); speaker at AIE. Advocates that engineers must radically expand ambition to keep pace with model progress.
+
+## Current Understanding
+
+Theo's argument is psychological as much as technical: senior engineers underuse frontier models because they scope work to what the *previous* model could do. His prescription — **[[think-wider-not-bigger|think wider]]**, shed developer-identity baggage, treat code as disposable — frames the "models aren't that useful for me" complaint as a scoping problem on the human's side.
+
+His second source in the vault sharpens the disposable-code stance into a discipline: **[[make-more-cheap-code]]** — keep hand-verification of shipped code intact (he explicitly rejects shipping unreviewed slop: "I hate them too. We're on the same side") while generating orders of magnitude more never-shipped code for verification and exploration. Recurring author-move across both talks: locate the bottleneck in a *human habit* (scoping, reading ratios), not in the models.
+
+## Evidence
+
+- Talk "Everything we knew about software has changed" (AIE): model eras, tier shift, breadth-vs-depth, G-brain markdown tier — [[2026-07-14-everything-we-knew-about-software-has-changed]].
+- Video "You're reading way too much code": four tiers of code, ship/no-ship line, 100:1 slop-to-ship verification ratio, dumb-model agents as API usability testers — [[2026-07-24-youre-reading-way-too-much-code]]. Mentions his current project **Lakebed** (reads every signature/API there, verifies with slop).
+- Built "Ping" (YC — "Zoom for streamers"), which he uses as the "startup → now a side project" example.
+- Replaced a PR-triage service with a markdown file on a 9 AM cron (Codex/Claude → S3).
+
+## Related Pages
+
+- Concepts: [[think-wider-not-bigger]], [[code-as-throwaway]], [[make-more-cheap-code]], [[decoupling-identity-from-profession]]
+- Timeline: [[ai-agent-evolution]]
+- Compare: [[konstantin]] (model-builder's orchestration view), [[allie-miller]] (personal-OS view)
+- Comparison: [[theo-konstantin-allie]] — three-lens side-by-side (Theo/Konstantin/Allie)
+
+## Contradictions / Uncertainty
+
+- His model-era names ("Sonnet 3.5", "Opus 4.5", "Mythos/Fable") are rhetorical framing; mapping to shipped model IDs is unverified. Status: tentative.
+- His read/write/merge counts (1,000/2,000+/~500 per day) are self-reported illustrations, not measurements. Status: tentative.
+
+## Next Questions
+
+- What does *he* now consider "too big"? (He says he no longer knows.)