[2026-04-10 19:30] tone-pass II | sharper voice across ~40 more pages

Second loop iteration. Tone updates on:

Concept pages: working-backwards-method, ooda-loop, switching-costs, scale-economies, branding, cornered-resource, process-power, grand-slam-offers, product-narrative, graham-on-power.

Source pages (books): zero-to-one, hackers-and-painters, cold-start-problem, crossing-the-chasm, hooked, seven-powers, working-backwards, build-book, messy-middle, certain-to-win, 100m-offers.

Source pages (articles): pmf-roadmap, duolingo-growth, gumroad-failure, end-of-billion-user-startup, cheating-is-all-you-need, aggregation-theory, distribution-is-king, software-dev-costs-moats, startup-equals-growth, hard-startups, startup-is-a-movement, growth-loops, status-as-a-service, idea-maze, novelty-effects, keith-rabois-lessons, netflix-culture, come-for-network.

Each rewrite kept the original argument but punched up the opening, added weird specific details, removed encyclopedia voice, and stitched in chatgpt-pmf backlinks where the AI-era story sharpens the original framework. The wiki should now feel alive on a Twitter scroll-by.

[2026-04-10 17:45] case-study + tone-pass | ChatGPT PMF case study + sharper voice

Created chatgpt-pmf, a 1500-word case study synthesizing ~10 Readwise sources into the cleanest worked example of Andreessen’s “the market pulls the product out of the startup.” Argues that ChatGPT’s defining trait isn’t capability — it’s that GPT-3 was sitting in plain sight for 2.5 years and what changed was packaging (RLHF + chat UI + free), not intelligence.

New source pages spun up to support the case study: impromptu-hoffman, openai-plans-altman, openai-windows-play, altman-reflections, how-people-use-chatgpt, never-go-viral-ai, tempering-expectations-gpt3, brex-prompt-engineering, openai-1b-revenue.

Tone pass on home, seven-powers, monopoly-vs-competition, product-market-fit, distribution, google-no-moat, atomic-concepts, invisible-asymptotes, ai-startup-vs-incumbent — moving toward an opinionated, dense, blogger-style voice with weird specific details. Stitched chatgpt-pmf backlinks into all of these.

Index updated with new “Case Studies” and “Sources — AI Era” sections. Renamed home to “Tristan’s Startup Strategy Wiki” (per user request).

[2026-04-10 16:30] ingest | “The Only Thing That Matters” + “How Superhuman Built an Engine to Find PMF”

Ingested two foundational product-market fit sources from Readwise:

  • only-thing-that-matters — Marc Andreessen’s 2007 essay defining PMF: market > team > product. Source of Rachleff’s Law and the BPMF/APMF framework.
  • superhuman-pmf-engine — Rahul Vohra’s 2018 essay operationalizing PMF measurement via the Sean Ellis 40% test. Four-step engine: segment, analyze, split roadmap, track.

Updated product-market-fit concept page with origin story, measurement methodology, and the 40% benchmark. Updated index.

All 83 pages resolve correctly. Build system uses bare filenames as slugs.

Orphan pages: 0

Every page is linked from at least one other page.

Contradictions: None found

Cross-linking improvements

Added targeted cross-links to connect newer sources with core concept pages:

New page created

  • graham-on-power — synthesis of how Paul Graham’s ideas map onto Helmer’s Power framework
  • cornered-resource — expanded with PG connection, AI-era data moats, talent density

Stats

83 pages total (38 concept, 41 source, 3 infrastructure + 1 graph). 0 broken links. 0 orphans.

[2026-04-10 02:30] ingest | Batch 4 — platforms, AI dynamics, talent, atomic concepts

Imported 7 additional sources covering platform strategy, AI startup dynamics, and team building.

Sources added:

  • “Aggregation Theory” — Ben Thompson (demand aggregation flips value chain)
  • “AI: Startup vs Incumbent Value” — Elad Gil (which tech waves favor startups)
  • “We Have No Moat, And Neither Does OpenAI” — leaked Google memo (open source erodes AI moats)
  • “Lessons From Keith Rabois” — Delian (hiring, talent density, high-leverage feedback)
  • “How Netflix Builds a Culture of Excellence” — Elizabeth Stone (talent density enables autonomy)
  • “Come for the Network, Pay for the Tool” — Toby Shorin (community as organizing principle)
  • “How to Eat an Elephant, One Atomic Concept at a Time” — Kevin Kwok (atomic concepts determine product destiny)

[2026-04-10 02:00] ingest | Batch 3 — growth mechanics, retention, post-mortems

Imported 7 additional articles focused on growth mechanics, retention, and business model realities.

Sources added:

  • “Growth Loops Are the New Funnels” — Brian Balfour (loops vs funnels)
  • “How Duolingo Reignited User Growth” — Jorge Mazal (CURR, streaks, leaderboards)
  • “Reflecting on My Failure to Build a Billion-Dollar Company” — Sahil Lavingia (PMF ≠ market fit)
  • “Five Ways to Build a $100M Business” — Christoph Janz (five animals framework)
  • “The Roadmap to Product/Market Fit” — Jason Cohen (retention before growth)
  • “How Novelty Effects Rule Tech” — Andrew Chen (temporary metric inflation)
  • “Product Debt Is a Thing Too” — Daniel Doyon (intentional imperfection under uncertainty)

Source references missing sources/ prefix (23). Pages link to zero-to-one when the page lives at sources/zero-to-one. RESOLVED: the build system uses bare filenames as slugs, so bare links are correct. No prefix needed.

Affected links: 100m-offers, build-book, certain-to-win, cheating-is-all-you-need, cold-start-problem, crossing-the-chasm, distribution-is-king, end-of-billion-user-startup, hackers-and-painters, hard-startups, hooked, idea-maze, invisible-asymptotes, messy-middle, narrative-distillation, product-zeitgeist-fit, seven-powers (should be sources/seven-powers), software-dev-costs-moats, startup-equals-growth, startup-is-a-movement, startups-and-uncertainty, status-as-a-service, working-backwards, zero-to-one.

Concept stubs with no page (23). Links to concepts mentioned but not given their own pages: asymmetric-fast-transients, branding, cherry-picking, cornered-resource, data-moat, definite-optimism, fitness-function, market-selection, moats (should be moats), network-density, process-power, product-market-fit, proprietary-technology, scale-economies, sequencing-markets, simplicity-as-moat, single-threaded-leadership, single-user-utility, switching-costs, toyota-production-system, two-pizza-teams, working-backwards-process.

Orphan pages: None

All pages are linked from at least one other page.

Contradictions: None found

The sources present complementary perspectives rather than conflicting ones. The closest tension — Thiel’s “avoid competition entirely” vs Helmer’s “counter-position against an incumbent” — is already addressed in monopoly-vs-competition.md as a complementary pair.

  • network-effects.md doesn’t link to atomic-network or cold-start-problem despite covering the same topic.
  • ooda-loop.md doesn’t link to growth-as-compass despite both being about tempo/speed as strategy.
  • simplicity-as-strategy.md doesn’t link to hook-model despite the “action must be easier than thinking” overlap.
  • power-progression.md doesn’t link to crossing-the-chasm-concept despite the takeoff/chasm parallel.

Recommendations

Fix now: RESOLVED — bare slugs are correct per build system. All stub pages created.

Create later: The most-linked stubs worth promoting to full pages: switching-costs (8 links), process-power (9+), branding (3), scale-economies (2), product-market-fit (2). These are all sub-topics of seven-powers that could benefit from their own treatment.

New sources to seek out: Clayton Christensen (disruption theory — referenced but not imported), Ben Thompson’s “Aggregation Theory” (adjacent to moats/distribution), “Blitzscaling” by Reid Hoffman (in library but not imported), DHM Model by Gibson Biddle (product strategy framework, highlights exist).

[2026-04-10 01:00] ingest | Batch 2 — growth, distribution, product, and more

Imported 16 additional sources from Readwise (7 books, 9 articles) and created 9 new concept pages.

Sources added:

  • Zero to One — Peter Thiel (book highlights)
  • The Cold Start Problem — Andrew Chen (book highlights)
  • Crossing the Chasm — Geoffrey Moore (book highlights)
  • Hooked — Nir Eyal (book highlights)
  • Hackers & Painters — Paul Graham (book highlights)
  • Build — Tony Fadell (book highlights)
  • $100M Offers — Alex Hormozi (book highlights)
  • “Invisible Asymptotes” — Eugene Wei
  • “Startup = Growth” — Paul Graham
  • “Hard Startups” — Sam Altman
  • “Your Startup Is a Movement” — David Sacks
  • “Product Zeitgeist Fit” — D’Arcy Coolican
  • “Narrative Distillation” — Kevin Kwok
  • “Distribution Is King” — Every
  • “The Idea Maze” — Chris Dixon
  • “57 Startup Lessons” — Slava Akhmechet

Concept pages created:

[2026-04-10 00:15] ingest | Initial Readwise import — business strategy for startups

Imported 11 sources from Readwise (4 books, 7 articles/essays) and created 8 concept pages.

Sources added:

  • 7 Powers — Hamilton Helmer (book highlights)
  • The Messy Middle — Scott Belsky (book highlights)
  • Working Backwards — Colin Bryar & Bill Carr (book highlights)
  • Certain to Win — Chet Richards (book highlights)
  • “Status as a Service” — Eugene Wei (article highlights)
  • “Cheating Is All You Need” — Steve Yegge (article highlights)
  • “Startups and Uncertainty” — reactionwheel.net (article highlights)
  • “The End of the 1B User Ad-Supported Consumer Startup” — Andrew Chen (article highlights)
  • “Software Development Now Costs Less Than Min Wage” — Geoffrey Huntley (article highlights)
  • “7 Powers in Practice” — Cedric Chin (article highlights)
  • “Product: breadth and depth” (article, full text)

Concept pages created: