Every topic in the masterclass
All 389 decision topics, grouped the way the reference itself is organized: the foundations, the monetization fork, the 15 continuous threads, and the 18 build phases. Every title and last-verified date is free; each topic’s verdict and full worked decision are the paid masterclass (showcase verdicts shown in full).
Foundations / meta (META) — 6 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| META-001 | The grid as a working model | Sketch the grid as a lookup table, not a checklist. | 2026-06-26 |
| META-002 | [A] vs. [B]: one product or two[A] [B] | Build [A] — one backend, two clients — unless you can name a hard constraint that forces separation. | 2026-06-26 |
| META-003 | Platform priority & sequencing[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| META-004 | The art of cutting (v1 scope) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| META-005 | Verifying dated facts | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| META-006 | Building with AI coding agents as the core process2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Monetization (spans threads — branch point for $model topics) — 1 topic
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| MON-001 | Monetization model selection (decision tree)$model | Start with a one-shot vs. recurring-need test, not a model. | 2026-07-02 |
T1 — Security (SEC) — 13 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| SEC-001 | Threat modeling & security architecture | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-002 | Encryption in transit & at rest | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-003 | Secrets management | Use the native secret store of whatever platform already hosts your backend, plus your CI provider's built-in secrets for the deploy pipeline. | 2026-07-02 |
| SEC-004 | Secure SDLC & code-review gates | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-005 | Dependency & supply-chain security | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-006 | Software Bill of Materials (SBOM)2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-007 | Input validation & sanitization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-008 | SAST / DAST & secret scanning | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-009 | Certificate pinning & client hardening | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-010 | Penetration testing & security testing cadence | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-011 | Coordinated disclosure & bug bounty | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SEC-012 | Incident response & breach notification2026 | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| SEC-013 | Patching & forced-update policy for vulnerabilities | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T2 — Privacy & data governance (PRV) — 10 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| PRV-001 | Data inventory & mapping | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-002 | Data minimization & purpose limitation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-003 | Lawful basis & consent | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-004 | Consent-management platform | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-005 | Data-export & account/data-deletion machinery | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-006 | Retention schedules & automated deletion | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-007 | Data residency & cross-border transfer | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-008 | Sub-processor / vendor DPAs | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-009 | Audit logging & privacy-by-design reviews | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PRV-010 | Age-assurance & parental-consent data flows2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T3 — Accessibility (A11Y) — 8 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| A11Y-001 | Conformance target (WCAG 2.2 AA, EAA exposure) | Build both your mobile and desktop clients to WCAG 2.2 Level AA from the start, but assert formal conformance to WCAG 2.1 Level AA — the level your binding law actually names — and list 2.2 as your stated roadmap. | 2026-06-26 |
| A11Y-002 | Accessibility designed in | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-003 | Screen-reader support (VoiceOver / TalkBack) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-004 | Dynamic Type, scaling & keyboard navigation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-005 | Contrast & color-blind-safe visuals | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-006 | Accessibility testing & CI checks | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-007 | Accessibility audit & remediation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| A11Y-008 | Apple Accessibility Nutrition Labels | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T4 — Internationalization & localization (I18N) — 7 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| I18N-001 | i18n architecture (string externalization) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| I18N-002 | Localization scope & sequencing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| I18N-003 | Text expansion & RTL layout | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| I18N-004 | Locale formats (date / number / currency) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| I18N-005 | Translation pipeline & TMS | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| I18N-006 | Localized store assets & legal documents | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| I18N-007 | Region-specific payment methods & availability | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T5 — Analytics & measurement / instrumentation (ANL) — 8 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| ANL-001 | Tracking plan defined before building | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-002 | Product-analytics platform2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-003 | Instrumentation layer (CDP vs. direct) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-004 | Data pipeline & warehouse | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-005 | Funnel / cohort / retention / churn instrumentation | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| ANL-006 | Experimentation / A-B infrastructure | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-007 | Privacy-respecting attribution plumbing2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ANL-008 | Cookieless / first-party analytics2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T6 — Quality & testing (QA) — 11 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| QA-001 | Test strategy & the pyramid | For a solo or small team building a consumer app with an AI agent, weight the middle. | 2026-06-26 |
| QA-002 | E2E & cross-device test tooling[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-003 | Real-device testing & farm | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-004 | Performance & load testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-005 | Visual-regression & contract testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-006 | Upgrade & data-migration testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-007 | Privacy & compliance testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-008 | Accessibility & localization testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-009 | AI / LLM evaluation & red-teaming2026 | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| QA-010 | Billing / payment edge-case & SCA testing$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| QA-011 | Release criteria & QA sign-off | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T7 — Documentation & knowledge (DOC) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| DOC-001 | Code & API documentation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DOC-002 | Architecture Decision Records | Keep a single living decision log — one Markdown file, DECISIONS.md, at your repo root — with one short, dated entry per significant decision, newest at the top. | 2026-06-26 |
| DOC-003 | Operational runbooks | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DOC-004 | User-facing help center & changelogs | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DOC-005 | Internal KB, onboarding & bus-factor reduction | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T8 — Cost / FinOps (FIN) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| FIN-001 | Recurring-cost modeling | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FIN-002 | Cloud cost monitoring & egress awareness | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FIN-003 | Build-vs-buy economics | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FIN-004 | Store-tax vs. direct-billing economics$model | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| FIN-005 | Vendor & contract management, renewals | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T9 — Compliance & regulatory (CMP) — 15 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| CMP-001 | Regulatory go/no-go gate (regulated domains) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-002 | Compliance decision tree by launch market2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-003 | GDPR / CCPA-CPRA / COPPA / HIPAA scope | Build GDPR-grade data-subject plumbing on day one, honor opt-out/Global Privacy Control signals, treat health data as regulated even without HIPAA, and scope US state laws by resident-count rather than revenue. | 2026-06-26 |
| CMP-004 | Accessibility law (ADA, EAA) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-005 | EU Cyber Resilience Act applicability2026 | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| CMP-006 | EU AI Act classification & obligations2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-007 | Age-assurance laws2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-008 | Subscription / auto-renewal & click-to-cancel rules$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-009 | Deceptive-design / dark-pattern prohibitions | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-010 | Content-moderation duties (DSA, DMCA) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-011 | EU DSA trader-status disclosure | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-012 | Export / encryption compliance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-013 | Open-source license compliance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| CMP-014 | Store-policy compliance | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| CMP-015 | B2B certifications (SOC 2, ISO 27001)$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T10 — People & process (PPL) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| PPL-001 | Team shape (solo / co-founder / contractor / agency) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PPL-002 | Co-founder agreement (equity, vesting, decision rights) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PPL-003 | IP-assignment agreements | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PPL-004 | Hiring & first-hire timing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PPL-005 | Team process as you grow (and when not to bother) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T11 — Finance & funding (FUND) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| FUND-001 | Entity formation & banking | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FUND-002 | Bookkeeping & tax compliance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FUND-003 | Runway & resourcing math | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FUND-004 | Fundraise or bootstrap | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| FUND-005 | The investor track | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T12 — Ethics & responsible design (ETH) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| ETH-001 | Dark-pattern audit & ethical-flow review | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ETH-002 | Inclusive & non-discriminatory design | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ETH-003 | Humane engagement & notification design | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ETH-004 | Transparency about data & AI use | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ETH-005 | Safety-by-design for social / UGC | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T13 — AI / ML lifecycle (AI) — 19 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| AI-001 | Is ML the right tool? (problem framing) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-002 | Build-vs-buy: hosted API vs. open-weights vs. fine-tuned | For your first shipped product and the first 12–18 months: use a hosted API. | 2026-06-26 |
| AI-003 | Model selection & benchmarking | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-004 | Inference hosting & serving | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-005 | AI-native feature & product decisions[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-006 | On-device vs. cloud inference2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-007 | Prompt design & versioning | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-008 | RAG: vector store, embeddings, chunking | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-009 | Agentic features: tool-calling, MCP & orchestration2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-010 | Fine-tuning / distillation / adapters | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-011 | Training-data sourcing & governance | �e9f6e; verdict in the full masterclass | 2026-06-20 |
| AI-012 | Evaluation harness | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-013 | Safety guardrails | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-014 | Hallucination management & grounding | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-015 | AI content provenance & marking2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-016 | Cost, token budgeting, caching & fallback2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-017 | AI observability & drift monitoring | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-018 | Human-in-the-loop & escalation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| AI-019 | Model governance & responsible-AI review | �e9f6e; verdict in the full masterclass | 2026-06-26 |
T14 — Payments, billing & monetization mechanics (PAY) — 20 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| PAY-001 | Payment-method coverage$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-002 | PCI-DSS scope minimization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-003 | Payment-processor selection$model | There are two co-defaults, split by where the money is and how much ops you can carry. | 2026-07-02 |
| PAY-004 | Store billing vs. direct billing & external links$model | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| PAY-005 | Subscription billing state machine$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-006 | Trials & introductory offers$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-007 | Proration, upgrades & plan changes$model | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| PAY-008 | Server-side receipt validation & restore purchases$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-009 | Store-to-server notifications & idempotent webhooks$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-010 | SCA / 3-D Secure & fraud screening$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-011 | Dunning & involuntary-churn recovery$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-012 | Refunds, disputes & chargeback management$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-013 | Invoicing & receipts$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-014 | Sales tax / VAT / GST calculation & remittance$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-015 | Revenue recognition, reconciliation & subscription analytics$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-016 | Entitlement management & cross-device sync[A] $model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-017 | Marketplace payouts, KYC & escrow$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-018 | In-app advertising & ad mediation$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-019 | Billing-support & compliant cancellation$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| PAY-020 | Currency & price localization, price-change migration$model | �e9f6e; verdict in the full masterclass | 2026-07-02 |
T15 — Growth economics & GTM measurement (GRO) — 13 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| GRO-001 | Unit economics (CAC, LTV, ratio, payback, margin) | Build a small spreadsheet, measure cost-per-payer (never per-install), and gate on two numbers: CAC payback first, LTV:CAC second. | 2026-07-02 |
| GRO-002 | The living growth model | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-003 | Cohort retention & resurrection curves | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GRO-004 | Funnel conversion & engagement (DAU/WAU/MAU) | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-005 | North-star metric & input metrics | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GRO-006 | Channel economics & ROAS | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-007 | Budget allocation & diminishing-returns analysis | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-008 | Attribution in the post-privacy era2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GRO-009 | Incrementality & geo / holdout testing | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-010 | Marketing-mix modeling (MMM) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GRO-011 | Growth loops & referral economics | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| GRO-012 | Paywall & pricing experimentation$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GRO-013 | Forecasting, scenario & sensitivity analysis | �e9f6e; verdict in the full masterclass | 2026-06-29 |
Phase 0 — Idea & problem validation (VAL) — 11 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| VAL-001 | Problem definition, job-to-be-done & solution hypothesis | Scale your discovery effort to your build cost and reversibility — not to a fixed number of weeks or interviews. | 2026-06-26 |
| VAL-002 | Market sizing (TAM/SAM/SOM) & growth direction | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| VAL-003 | Competitive analysis | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-004 | Target-user definition (personas, segments) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-005 | Primary user research | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-006 | Demand-validation method | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-007 | Willingness-to-pay & switching-cost research | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-008 | Differentiation / moat & value proposition | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-009 | Naming & availability | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-010 | Founder–market fit | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| VAL-011 | Build vs. low-code / no-code2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 1 — Strategy, scope & business model (STR) — 7 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| STR-001 | Product vision & north star | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| STR-002 | Success metrics / KPIs | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| STR-003 | Business-model choice$model | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| STR-004 | Pricing hypothesis & packaging / tiers$model | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| STR-005 | MVP vs. full vision & feature prioritization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| STR-006 | Requirements & user/job stories | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| STR-007 | Roadmap, risk log & kill criteria | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 2 — Legal, business & compliance foundation (LEG) — 7 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| LEG-001 | Developer-account setup | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LEG-002 | Privacy policy & ToS / EULA | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LEG-003 | Trademark & IP protection | �e9f6e; verdict in the full masterclass | 2026-06-22 |
| LEG-004 | Insurance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LEG-005 | Cookie / tracking-consent mechanism | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LEG-006 | UGC legal stack | �e9f6e; verdict in the full masterclass | 2026-06-22 |
| LEG-007 | [B] legal/brand/store duplication[B] | �e9f6e; verdict in the full masterclass | 2026-07-02 |
Phase 3 — UX (experience) design (UX) — 11 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| UX-001 | Information architecture & screen inventory | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-002 | User flows & journey maps | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-003 | Navigation: mobile vs. desktop divergence[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-004 | Wireframes & interaction design | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-005 | Onboarding & activation funnel2026 | Get a new user to one real, value-proving action — their aha-moment — inside the first session, ideally the first few minutes. | 2026-06-26 |
| UX-006 | Content strategy & UX writing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-007 | Prototype & usability testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-008 | Error-prevention & recovery design | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-009 | Permission-priming & notification strategy | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| UX-010 | Trust-and-safety & consent/privacy UX | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UX-011 | Monetization UX$model | �e9f6e; verdict in the full masterclass | 2026-06-29 |
Phase 4 — UI (visual) & brand design (UI) — 10 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| UI-001 | Brand identity | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UI-002 | App-icon design & size variants | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UI-003 | Design system / tokens / component library & design ops | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UI-004 | High-fidelity mockups | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| UI-005 | Platform design-language compliance[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UI-006 | Light / dark mode & all states | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| UI-007 | Motion / animation design | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| UI-008 | Asset production, export & marketing visuals | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| UI-009 | Design handoff & design-QA criteria | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| UI-010 | Accessible visual specifics | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 5 — Technical architecture (ARC) — 25 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| ARC-001 | System architecture (client-server / offline-first)[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-002 | Data model / schema | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-003 | API design (REST vs. GraphQL) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-004 | Auth & authorization architecture | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-005 | Passkeys / passwordless as default2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-006 | Mobile stack[A] | Start by answering one question: what is your desktop client? It decides the mobile stack more than any benchmark. | 2026-07-02 |
| ARC-007 | Desktop stack & update mechanism[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-008 | Backend language & framework | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-009 | Database choice & caching[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-010 | Cloud / hosting + CDN & edge delivery | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-011 | Third-party services selection | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| ARC-012 | Offline & cross-device sync strategy[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-013 | Real-time & presence architecture2026 | �e9f6e; verdict in the full masterclass | 2026-06-22 |
| ARC-014 | Offline & connectivity resilience2026 | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| ARC-015 | Search architecture2026 | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| ARC-016 | Scalability, reliability & capacity plan | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-017 | API versioning & forced-update / kill-switch | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-018 | Feature-flag & remote-config infrastructure | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-019 | Observability architecture & performance budgets2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-020 | Analytics & data-pipeline architecture | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-021 | Consent, data-residency & retention architecture | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| ARC-022 | Abuse prevention | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-023 | Payment & billing architecture (integration)$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ARC-024 | AI / ML component plan (integration) | �e9f6e; verdict in the full masterclass | 2026-06-22 |
| ARC-025 | [A] canonical backend & identity / [B] coordination[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 6 — Environment & foundations setup (ENV) — 13 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| ENV-001 | Source control & repo structure[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-002 | Project scaffolding per app | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-003 | Local dev environments | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-004 | Dependency management | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-005 | Linting, formatting & coding standards | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-006 | CI / CD pipeline orchestration | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-007 | Environments (dev / staging / prod) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-008 | Secrets management in CI | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-009 | Issue tracking & PM tooling | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| ENV-010 | Branching strategy & code review | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-011 | Containerization & IaC | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ENV-012 | Test/seed data & mock services | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| ENV-013 | Developer-onboarding runbook | Make onboarding script-first, not prose-first. | 2026-06-26 |
Phase 7 — Backend & infrastructure (BE) — 22 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| BE-001 | Database setup & migrations | Use your ORM's native migration layer — Drizzle Kit (TypeScript/Node, matching the Drizzle ORM default chosen in ARC-008) or Alembic (Python) — version every migration as a reviewed file in Git, and apply migrations in a CI/CD step that runs before your app code deploys. | 2026-07-02 |
| BE-002 | API / server implementation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-003 | Authentication implementation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-004 | Authorization / roles | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-005 | Core business logic | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-006 | Third-party integrations | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-007 | File / media storage | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-008 | Background jobs / queues | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-009 | Caching | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-010 | Search implementation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-011 | Webhooks (idempotent) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-012 | Admin tools / dashboards | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-013 | Logging, monitoring & error tracking | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-014 | Backup & disaster recovery | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-015 | Email deliverability | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-016 | Notification orchestration | �e9f6e; verdict in the full masterclass | 2026-06-24 |
| BE-017 | GDPR / CCPA machinery | �e9f6e; verdict in the full masterclass | 2026-06-30 |
| BE-018 | Billing backend (integration)$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-019 | Marketplace payouts backend$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-020 | AI / ML serving & integration (integration) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-021 | SBOM generation in the build2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| BE-022 | [B] backend duplication *(ptr)*[B] | �e9f6e; verdict in the full masterclass | 2026-06-18 |
Phase 8 — Mobile app build (MOB) — 23 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| MOB-001 | Project setup (shared base + native bits) | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| MOB-002 | Navigation & UI from designs | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-003 | State management | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-004 | API / networking & local persistence | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-005 | Auth flows | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-006 | Push notifications (APNs / FCM) | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| MOB-007 | Deep linking & deferred deep linking | �e9f6e; verdict in the full masterclass | 2026-06-24 |
| MOB-008 | Device features & permissions | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-009 | IAP & subscriptions$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-010 | App Tracking Transparency prompt | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-011 | Analytics & crash reporting | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-012 | Accessibility & localization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-013 | Responsive layout (notches, foldables, tablets)2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-014 | App-lifecycle & forced-update UI | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-015 | In-app account deletion | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-016 | Age-assurance & parental-consent gating2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-017 | App-size, battery & network efficiency | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-018 | Offline queue & optimistic UI | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-019 | Certificate pinning & client hardening | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-020 | AI-feature UX2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-021 | Platform extensions | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-022 | Feedback / review prompt & referral mechanics | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| MOB-023 | Ads integration$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 9 — Desktop app build (DSK) — 16 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| DSK-001 | Project setup | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-002 | Window, menu & tray management | Use the framework's native window/menu/tray APIs, and use the maintained window-state plugin rather than writing your own serializer. | 2026-06-26 |
| DSK-003 | UI, state & API integration | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-004 | Local storage, offline & file-system access | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-005 | Auth flows | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-006 | Native OS integrations & URL-scheme deep linking | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-007 | Auto-update mechanism | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| DSK-008 | Per-OS conventions | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-009 | Direct licensing / payment$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-010 | Analytics & crash reporting | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-011 | Accessibility & localization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-012 | Resource usage / performance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-013 | Installer / uninstaller & packaging | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-014 | Code signing & hardened runtime | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-015 | High-DPI / Retina / multi-monitor scaling | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| DSK-016 | Crash recovery, session restore & launch-at-startup | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 10 — Cross-platform integration (XP) — 6 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| XP-001 | [A] shared code / backend / design components[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| XP-002 | [A] cross-device sync & unified accounts[A] | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| XP-003 | [A] feature parity & consistent experience[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| XP-004 | [A] sync conflict resolution & presence/handoff[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| XP-005 | [A] cross-device sync testing[A] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| XP-006 | [B] two-product coordination[B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 11 — Quality assurance & testing (TST) — 11 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| TST-001 | Test plan & coverage execution | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-002 | Device & OS-matrix testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-003 | Regression, smoke & backward-compatibility | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| TST-004 | Security testing & vulnerability scanning *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| TST-005 | Accessibility audit & localization testing | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-006 | Usability testing with real users | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-007 | Beta program & crash/feedback monitoring | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-008 | AI evaluation & red-teaming run *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| TST-009 | Billing / payment edge-case & SCA testing *(ptr)*$model | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| TST-010 | Bug triage & release sign-off | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| TST-011 | [A] cross-device sync suite / [B] two-product runs[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 12 — Store & distribution prep (SHIP) — 14 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| SHIP-001 | Store listing & ASO | Ship one clear, honest, well-crafted listing per store, earn retention and ratings first, and treat formal A/B testing as a later graduation step — not a launch-day activity. | 2026-07-02 |
| SHIP-002 | Screenshots & preview videos (localized) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-003 | Privacy disclosures (labels / Data Safety) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-004 | Accessibility Nutrition Labels & age/content ratings | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-005 | Code signing, notarization & provisioning | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| SHIP-006 | Build artifacts, versioning & changelog | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-007 | Pricing, availability & pre-order per store/region$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-008 | App-review submission & rejection handling | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-009 | Desktop distribution channels | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| SHIP-010 | Marketing website & legal pages live | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-011 | Support infrastructure | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| SHIP-012 | Production monitoring & export-compliance verified | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-013 | Release runbook, rollback & staged-rollout config | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SHIP-014 | EU CRA conformity documentation2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 13 — Go-to-market & marketing (GTM) — 17 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| GTM-001 | Positioning & messaging | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-002 | Conversion-optimized website / landing page | �e9f6e; verdict in the full masterclass | 2026-06-30 |
| GTM-003 | Pre-launch audience building | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-004 | Content marketing & SEO | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-005 | Community presence | �e9f6e; verdict in the full masterclass | 2026-06-29 |
| GTM-006 | PR & press kit | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-007 | Influencer / creator outreach | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-008 | Launch-platform strategy | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-009 | Paid acquisition channels | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-010 | Attribution & MMP setup2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-011 | Lifecycle email & push (CRM) | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-012 | Referral / virality mechanics | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-013 | Budget & channel allocation | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-014 | App-store editorial / featuring pitch | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-015 | Partnerships / co-marketing / affiliate | �e9f6e; verdict in the full masterclass | 2026-06-24 |
| GTM-016 | B2B / enterprise sales motion$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| GTM-017 | [A] one motion / [B] two motions[A] [B] | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 14 — Launch (LAU) — 5 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| LAU-001 | Soft launch / phased rollout | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LAU-002 | Real-time launch monitoring | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LAU-003 | Support readiness & hotfix capability | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LAU-004 | Public launch & day-of coordination | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| LAU-005 | Launch-day runbook & go/no-go | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 15 — Post-launch operations (OPS) — 11 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| OPS-001 | Monitoring, alerting, SLOs & launch-readiness ops | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-002 | Crash triage & patch releases | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-003 | Customer support & ticketing2026 | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-004 | Community & app-store review management | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-005 | Incident management | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-006 | Ongoing OS / store-policy compliance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-007 | Dependency & security updates | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-008 | Security operations *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| OPS-009 | Subscription operations$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-010 | AI operations | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| OPS-011 | Content moderation & trust-and-safety ops$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 16 — Growth, retention & iteration (ITER) — 10 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| ITER-001 | Product analytics & funnel analysis | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-002 | A/B testing & experimentation velocity | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-003 | Onboarding & retention optimization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-004 | Churn analysis & win-back$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-005 | Monetization optimization$model | �e9f6e; verdict in the full masterclass | 2026-07-02 |
| ITER-006 | Referral / growth-loop optimization | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-007 | Cohort analysis & data-informed roadmap | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-008 | In-app review prompts & feedback loop | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-009 | BI on the data warehouse | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| ITER-010 | Unit-economics & channel-ROAS review | �e9f6e; verdict in the full masterclass | 2026-06-26 |
Phase 17 — Scaling & maturity (SCA) — 14 topics
| ID | Topic | Verdict | Verified |
|---|---|---|---|
| SCA-001 | Infrastructure scaling | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-002 | Team building & hiring *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| SCA-003 | Process maturation & governance | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-004 | Financial operations & ongoing tax/audit | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-005 | Internationalization / new-market expansion | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-006 | Platform expansion | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-007 | Partnerships / B2B / enterprise motions$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-008 | Fundraising *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| SCA-009 | Technical-debt management | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-010 | Compliance evolution (SOC 2 / ISO 27001)$model | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-011 | Deprecation / sunset planning | �e9f6e; verdict in the full masterclass | 2026-06-26 |
| SCA-012 | Vendor / contract management & renewals *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| SCA-013 | Knowledge management & bus-factor reduction *(ptr)* | �e9f6e; verdict in the full masterclass | 2026-06-18 |
| SCA-014 | M&A / due-diligence readiness | �e9f6e; verdict in the full masterclass | 2026-06-26 |
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