87 lines
7.6 KiB
Markdown
87 lines
7.6 KiB
Markdown
# Theo Browne vs Konstantin vs Allie Miller — Three Lenses on the Same Shift
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#comparison
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## Summary
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Three speakers describe the **same underlying change** — models now improve faster than people can, and the durable advantage has moved from the model to the *system you wrap around it* — but from three non-overlapping vantage points:
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- [[theo-browne]] — **strategy / psychology** (what to build, how big to think)
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- [[konstantin]] — **engineering / R&D** (how the machinery works)
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- [[allie-miller]] — **individual productivity / business** (how a person operationalizes it daily)
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They agree on the destination and disagree mostly on *altitude*, not direction.
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## At a glance
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| | [[theo-browne]] | [[konstantin]] | [[allie-miller]] |
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|---|---|---|---|
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| **Source** | [[2026-07-14-everything-we-knew-about-software-has-changed]] | [[2026-07-14-skills-based-on-git]] | [[2026-07-14-gap-between-ai-users-irreversible]] |
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| **Lens** | Founder / educator | Model-builder (Sber/GigaChat) | Ex-Amazon AI leader / advisor |
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| **Audience** | Engineers & founders | Agent developers | Knowledge workers, non-programmers |
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| **Core unit** | Ambition / scope | The [[harness]] + git repo + [[agentic-loops\|loops]] | The [[personal-ai-operating-system]] |
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| **One-line thesis** | [[think-wider-not-bigger\|Think wider]] — scope to the new model | Skills+data in git = agent memory | Build the OS once; models slot in |
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| **Faces toward** | The market (what to build) | The machine (architecture) | The individual (adoption + judgment) |
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| **On code** | [[code-as-throwaway\|Throwaway]], cost → 0 | Commoditized; orchestration is what matters | Barely about code at all |
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| **Time posture** | Present shock ("already changed") | Roadmap (tools→MCP→skills→loops; 2027) | Urgency ("irreversible in 12 months") |
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## What they have in common
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1. **The bottleneck moved from the model to the human's system.** Theo frames "models aren't useful for me" as a *scoping* problem on the human side; Konstantin's human evolves prompt-engineer → context-engineer → harness/loop-builder; Allie says winners and losers differ in **mindset and taste**, not expertise. None of them treats raw model capability as the constraint.
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2. **Markdown / skills as the atomic unit.** All three independently converge on plain markdown as the durable building block — Theo's "**G-brain tier**" (a markdown file as an executable service on a cron), Konstantin's `SKILL.md`**+ data in git**, Allie's skills as "**just folders with markdown.**" This is the vault's strongest cross-source thread — see [[skills-as-memory]].
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3. **Infrastructure compounds; one-off prompting doesn't.** Allie: build foundation docs once and every release "slots into a system you already understand." Konstantin: the git repo + auto-improvement compound over time. Theo: build for **breadth/shape** so others extend you (the Slack effect). Same instinct — invest in a reusable substrate, not individual prompts.
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4. **You only capture a new model's gains if the system is ready to absorb it.** Theo: "push scope to match it." Konstantin: keep the harness constant and swap the LLM underneath. Allie: the new model "slots in." Identical mechanic, three vocabularies.
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5. **[[context-as-scarce-resource\|Context is the real scarce resource]].** Explicit in Konstantin ("smart zone," two-stage skill loading) and Allie ("context engineering, not prompt engineering"); implicit in Theo's orchestration era.
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6. **[[claude-code]] is the shared reference harness** across all three.
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## Where they differ
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**Altitude / question answered**
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- **Theo → "what should I build, and how big?"** Strategy and psychology. His deliverable is a *mindset*: shed developer-identity baggage ([[decoupling-identity-from-profession]]), treat code as disposable, pick embarrassingly ambitious ideas.
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- **Konstantin → "how does the machinery actually work?"** The deepest technical account: harness definition, `tools → MCP → skills` ([[evolution-of-agent-tooling]]), two-stage loading, CI as back-pressure, pruning windows, inner/outer/meta [[agentic-loops]], demonstrated auto-improvement (GigaChat 1/89 → 11/89 over a weekend).
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- **Allie → "how do I, a person, run this day to day?"** Adoption mechanics: 3 foundation docs, 4 Claude surfaces, "just complain," proactive scheduled workflows, trust calibration, team-vs-headcount choices.
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**Framing of the *same* skills idea** (Konstantin ↔ Allie overlap, noted in [[skills-as-memory]])
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- Konstantin gives the **engineering** framing: git, CI/CD, merge-conflict resolution by models, storage ceilings, back-pressure loops.
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- Allie gives the **business** framing: folders you can hand to a teammate, compose, "share between agents," portable across ChatGPT/Perplexity/Gemini.
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- Theo mostly doesn't discuss skills at all — his nearest equivalent is markdown-**as-service** (the G-brain tier), the same "executable prose" instinct one layer out.
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**On code and craft**
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- Theo: code is **throwaway**, cost heading to zero ([[code-as-throwaway]]); no guilt discarding work.
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- Konstantin: code/tools are **commoditized**; value is in orchestration and the accumulated skill/data repo.
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- Allie: **code is largely absent** — her audience is non-programmers, and her unit of value is context + workflows, not source.
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**Learning / self-improvement**
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- Konstantin **demonstrates it today** via the git/skill loop (auto-created skills, weekend self-improvement runs).
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- Allie **forecasts it** as a coming shift — "self-learning models with real weight updates," explicitly distinguished from today's memory-file retrieval (Status: tentative).
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- Theo doesn't address learning loops; his axis is ambition, not memory.
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**Emotional register**
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- Theo: **present shock / identity** ("everything we knew has changed"; the iOS-6 skeuomorphic phase).
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- Konstantin: **calm evolutionary roadmap** (each generation named, 2027 forecast).
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- Allie: **urgency / FOMO** ("the gap will be irreversible in 1 year").
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## Tensions worth noting (complementary, not contradictory)
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- **Throw code away (Theo) vs persist everything in git (Konstantin).** Reconciled by distinguishing the *artifact* from the *capability*: discard the throwaway code, but keep the **skill + data** that can regenerate it. Theo keeps the ambition; Konstantin keeps the memory.
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- **Deskilling (Theo: code as throwaway) vs re-skilling (Allie: taste is the meta-skill).** Both point at the same relocation of value — away from execution, toward judgment/framing.
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- None of the three directly contradicts another; the disagreements in this corpus are elsewhere (e.g. BYO- vs company-managed harness, online vs in-person networking — see [[overview]]).
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## Related Pages
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- Entities: [[theo-browne]] · [[konstantin]] · [[allie-miller]]
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- Sources: [[2026-07-14-everything-we-knew-about-software-has-changed]] · [[2026-07-14-skills-based-on-git]] · [[2026-07-14-gap-between-ai-users-irreversible]]
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- Concepts: [[skills-as-memory]] · [[personal-ai-operating-system]] · [[harness]] · [[think-wider-not-bigger]] · [[context-as-scarce-resource]] · [[code-as-throwaway]]
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- Timeline: [[ai-agent-evolution]]
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- Overview synthesis: [[overview]]
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## Open Questions
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- Theo and Allie both gesture at markdown-as-the-unit but neither publishes a **reusable template** (foundation docs / a good `SKILL.md`) — Konstantin has the mechanics but no size/data standards. The three together still leave the *starter template* unresolved (webinar-relevant).
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- Does Theo's "throw it away" hold once Konstantin-style accumulated skills become the memory? I.e. is there a point where the repo is too valuable to reset — and does Konstantin's **meta-loop** (periodic wipe-and-restart) actually contradict "persist everything"?
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