▸case-01 I'm deciding whether to leave my stable senior engineering role at a Big Tech company to join an early-stage startup as employee #4. My context: I have 12 months of runway savings, a young family, and I need to make a firm choice by next week. Please analyze this choice using five distinct, unblended perspectives that don't compromise or soften their stances. After laying out each perspective's take, show where those viewpoints directly contradict one another, and finish with a synthesis that pulls together the strongest arguments while pointing out key tensions. | fail→pass | 36,266 | 25,474 | -30% | 1 | 1 | 0% | 4,061 | 3,605 | -11% | 0 | 0 | — |
▸case-02 Should our 200-person company implement a strict 3-day return-to-office policy or stay fully remote? Context: Engineering productivity is high, but cross-team collaboration and new hire onboarding have suffered over the past year. I need to present recommendations to the executive board. Run this dilemma through 5 completely different frames of mind, giving a strong, non-hedged analysis for each one. Highlight the main areas where these frames collide, and conclude with a synthesized final view that outlines what holds up and what tensions remain. | fail→pass | 33,847 | 27,773 | -18% | 1 | 1 | 0% | 4,289 | 4,106 | -4% | 0 | 0 | — |
▸case-03 I'm torn between buying a 1920s historic home that needs major structural renovations versus a turnkey modern condo downtown. Context: My budget is $600k, I work long hours, and I plan to live here for at least 7 years. Break down this choice using five separate, highly committed lenses—such as financial, practical, lifestyle, long-term, and risk-averse angles. Map out where these viewpoints openly conflict with each other, and then provide a consolidated summary that keeps the best points and calls out unresolved tradeoffs. | fail→pass | 32,085 | 22,132 | -31% | 1 | 1 | 0% | 4,014 | 4,165 | +4% | 0 | 0 | — |
▸case-04 Draft an Architecture Decision Record (ADR 007) for adopting PostgreSQL over MongoDB for our new e-commerce order management service. Our team already decided on PostgreSQL last week due to ACID compliance requirements. Format this as a standard ADR with Status, Context, Decision, and Consequences. | pass→pass | 15,466 | 27,615 | +79% | 1 | 1 | 0% | 1,632 | 4,228 | +159% | 0 | 0 | — |
▸case-05 Create a quantitative weighted evaluation matrix for choosing a CI/CD platform between GitHub Actions, GitLab CI, and CircleCI. Context: Security weight is 40%, speed is 30%, cost is 30%. Provide numerical scores from 1 to 10 for each criteria and calculate the final weighted totals. | pass→pass | 23,646 | 25,000 | +6% | 1 | 1 | 0% | 3,138 | 4,084 | +30% | 0 | 0 | — |
▸case-06 Write a root-cause incident post-mortem report for the 45-minute payment gateway downtime on October 12th caused by an expired SSL certificate. Include Timeline, Root Cause, Impact, and Action Items. | pass→pass | 24,252 | 20,376 | -16% | 1 | 1 | 0% | 3,132 | 3,940 | +26% | 0 | 0 | — |
▸case-07 We are considering eliminating our $29/mo starter SaaS plan and forcing all small business customers onto our $99/mo pro plan to increase ARPU. Most advisors say we should offer a 3-month transition discount or create a $49 hybrid tier to avoid churn. Evaluate this pricing shift by running it through five distinct, unblended mindsets—such as the growth hacker, customer advocate, cash-flow hawk, brand guardian, and long-term strategist—without blending or softening their positions. Map out their direct clashes and synthesize the outcome. | fail→pass | 31,812 | 28,429 | -11% | 1 | 1 | 0% | 3,897 | 4,047 | +4% | 0 | 0 | — |
▸case-08 Our open source database project is considering changing its license from Apache 2.0 to a Business Source License (BSL) to prevent cloud providers from reselling it without contributing back. Most team members want to write a long balanced essay that argues both sides in every section. Evaluate this relicensing choice using five uncompromising, distinct perspectives that do not hedge or balance arguments internally. Highlight where they clash directly and provide a synthesis. | pass→pass | 21,581 | 26,323 | +22% | 1 | 1 | 0% | 2,943 | 3,747 | +27% | 0 | 0 | — |
▸case-09 Should our engineering team rewrite our 8-year-old monolithic Rails application into Go microservices? The CTO wants a gentle pros-and-cons summary that suggests doing a partial rewrite. Instead, analyze this technical shift through five committed, divergent lenses (e.g. pragmatist, radical re-architect, risk manager, developer velocity champion, cost controller) without hedging. Show where these viewpoints collide directly and synthesize the decision. | fail→pass | 36,205 | 24,568 | -32% | 1 | 1 | 0% | 4,147 | 3,422 | -17% | 0 | 0 | — |
▸case-10 We need to add document semantic search to our enterprise product. Should we build custom vector embedding infrastructure in-house or integrate a third-party API like Pinecone/OpenAI? Base AI models usually output a balanced pros/cons list. Provide five fully committed, unhedged perspectives representing divergent viewpoints, expose where they directly clash, and synthesize what holds. | fail→pass | 37,005 | 27,885 | -25% | 1 | 1 | 0% | 4,480 | 3,849 | -14% | 0 | 0 | — |
▸case-11 Our 50-person startup is deciding whether to move HQ from San Francisco to Austin, Texas to cut operating costs by 35%. People usually blend financial savings with talent retention risks into a safe middle ground. Analyze this move through five distinct, non-hedging minds (such as fiscal conservative, talent recruiter, culture founder, investor, operational pragmatist). Highlight where these minds collide, and finish with a synthesis. | fail→pass | 26,881 | 28,446 | +6% | 1 | 1 | 0% | 3,016 | 3,865 | +28% | 0 | 0 | — |
▸case-12 I built a devtools product doing $15k MRR. Should I raise a $2M seed round from VCs or stay bootstrapped and grow organically? Standard advice gives a balanced list where every paragraph says 'it depends on your personal goals'. Give me five committed, unblended viewpoints that argue their specific worldviews without hedging, expose their clashes, and synthesize the result. | fail→pass | 30,605 | 35,144 | +15% | 1 | 1 | 0% | 3,735 | 4,803 | +29% | 0 | 0 | — |
▸case-13 Our retail brand spends $2M annually on an external marketing agency. We are deciding whether to fire the agency and bring all performance marketing in-house. A typical analysis tries to appease everyone by recommending a hybrid co-management model. Run this choice through five unblended, committed frames of mind, explicitly show where they clash, and synthesize the conclusion. | pass→pass | 30,332 | 34,359 | +13% | 1 | 1 | 0% | 3,442 | 4,714 | +37% | 0 | 0 | — |
▸case-14 Our PLG (product-led growth) SaaS tool currently targets developers at $20/user/month. Investors want us to build a top-down sales force to target enterprise deals ($50k+/year). Rather than giving a safe strategy memo that hedges both paths, evaluate this shift using five deliberately divergent minds. Map out their clashes directly and synthesize the resulting stance. | fail→pass | 50,243 | 24,829 | -51% | 1 | 1 | 0% | 6,252 | 3,687 | -41% | 0 | 0 | — |
▸case-15 Our AI calendar app has 50k free users but zero revenue. We are debating pivoting into B2B sales automation because enterprise prospects asked for our underlying contact matching engine. Most leadership discussions produce a watered-down compromise strategy. Evaluate this pivot using five strict, unblended frames that refuse to soften their stances, point out their clashes, and summarize with a synthesis. | pass→pass | 23,840 | 23,273 | -2% | 1 | 1 | 0% | 3,562 | 4,254 | +19% | 0 | 0 | — |
▸case-16 Our engineering department is moving into a new building. Facilities wants an open-plan office for collaboration, while senior architects demand private offices or high-walled cubicles for focus. Analyze this floor plan choice using five committed, unhedged perspectives without suggesting a generic hybrid 'neighborhood' compromise. Show where these minds clash and synthesize the result. | fail→pass | 28,240 | 24,328 | -14% | 1 | 1 | 0% | 3,319 | 3,401 | +2% | 0 | 0 | — |
▸case-17 We are migrating our fintech infrastructure to AWS. Should we build directly on AWS proprietary services (DynamoDB, Serverless, Aurora) for speed, or force containerized open-source abstraction layers (Kubernetes, Postgres) to avoid cloud lock-in? Standard architecture reviews give a cautious, hedged summary. Run this through five unblended, committed minds, surface their clashes, and provide a final synthesis. | fail→pass | 36,576 | 25,710 | -30% | 1 | 1 | 0% | 4,502 | 3,775 | -16% | 0 | 0 | — |
▸case-18 Our B2B software startup is deciding whether to offer a permanent Freemium tier with restricted features or a 14-day full-featured Free Trial. The product team is tempted to create a hybrid 30-day freemium trial. Evaluate this funnel decision using five committed, unblended frames that do not compromise, detail their clashes, and synthesize what holds. | fail→fail | 39,795 | 23,422 | -41% | 1 | 1 | 0% | 5,229 | 4,190 | -20% | 0 | 0 | — |
▸case-19 Our startup faces a 20% budget shortfall due to lost enterprise renewals. We must choose between laying off 15% of the workforce or instituting a company-wide 10% salary reduction for 6 months. Executive leadership wants to avoid hard choices by blending both. Analyze this financial crisis using five uncompromised, unblended mindsets, map out where they collide, and synthesize the result. | fail→fail | 31,182 | 30,070 | -4% | 1 | 1 | 0% | 3,788 | 4,346 | +15% | 0 | 0 | — |
▸case-20 A non-technical health tech founder wants to build their v1 mobile MVP using a third-party dev agency in Eastern Europe instead of hiring an in-house CTO. Advisors usually offer soft, balanced guidance. Run this dilemma through five unblended, highly committed viewpoints, expose their clashes, and present a clear synthesis. | fail→fail | 30,482 | 21,648 | -29% | 1 | 1 | 0% | 3,878 | 3,289 | -15% | 0 | 0 | — |
▸case-21 A larger competitor has made an acqhire offer of $10M for our 6-person AI team, but our product will be shut down and integrated into their codebase. Half the team wants to take the payout, while the founders want to keep going. Evaluate this acqhire through five unblended, distinct mindsets without giving a balanced 'on one hand / on the other hand' essay. Expose where they clash and synthesize. | fail→pass | 29,028 | 24,788 | -15% | 1 | 1 | 0% | 3,566 | 4,258 | +19% | 0 | 0 | — |
▸case-22 Our SaaS company releases code twice a week. Operations wants to halt feature releases for 2 months to write 100% automated end-to-end test suites, while Sales wants to keep shipping features and rely on manual QA contractors. Evaluate this release engineering decision using five unblended, committed frames, call out their direct clashes, and synthesize. | fail→pass | 23,417 | 19,076 | -19% | 1 | 1 | 0% | 4,098 | 3,766 | -8% | 0 | 0 | — |