▸case-04 I want to test my claim that we should eliminate our company's remote work policy and require everyone back in the office. Put me through the interrogation sequence. | fail→fail | 12,804 | 17,722 | +38% | 1 | 1 | 0% | 1,066 | 2,295 | +115% | 0 | 0 | — |
▸case-01 Write a complete internal decision memo advocating for our company to switch our main database infrastructure from PostgreSQL to MongoDB. Include background, technical rationale, migration timeline, and risk mitigation strategies. | pass→fail | 42,573 | 31,091 | -27% | 1 | 1 | 0% | 3,507 | 4,120 | +17% | 0 | 0 | — |
▸case-02 Synthesize the following 5 reviewer comments on our Q3 product roadmap into a prioritized action item matrix with owner assignments and risk levels: [Comment 1: API rate limits need doubling. Comment 2: Mobile checkout flow is buggy. Comment 3: Security audit required before release. Comment 4: Analytics dashboard needs custom export. Comment 5: Documentation is outdated]. | pass→fail | 12,327 | 32,856 | +167% | 1 | 1 | 0% | 1,204 | 5,637 | +368% | 0 | 0 | — |
▸case-03 Draft a 3-minute spoken pitch script for our seed stage AI healthcare startup to present to angel investors, highlighting our clinical trial partnerships, proprietary diagnostic model, and $1.2M seed ask. | pass→fail | 17,590 | 25,288 | +44% | 1 | 1 | 0% | 1,901 | 3,464 | +82% | 0 | 0 | — |
▸case-05 I am deciding to eliminate free shipping for orders under $75 on our direct-to-consumer store. Context: Defending this strategy in front of our Chief Financial Officer during our budget review tomorrow. My reasoning: Shipping costs consumed 14% of gross margins last quarter, and average order value is $62. Push level: hostile grilling. Question my position. | fail→fail | 20,735 | 13,719 | -34% | 1 | 1 | 0% | 1,904 | 2,020 | +6% | 0 | 0 | — |
▸case-06 My firm is acquiring a $45M suburban office park despite rising remote work trends. Context: Presenting to our investment committee on Friday. My reasoning: The property has 92% long-term lease occupancy with blue-chip tenants and a 9.5% cap rate. Push level: hostile grilling. Run a full interrogation on this deal. | fail→fail | 22,049 | 14,445 | -34% | 1 | 1 | 0% | 2,734 | 2,182 | -20% | 0 | 0 | — |
▸case-07 I plan to shift 60% of our marketing budget from paid search ads to TikTok influencer sponsorships. Context: Recommending this to our VP of Marketing. Reasoning: Paid search CAC grew by 40% year-over-year while our pilot influencer campaign yielded a 4.2x return on ad spend. Push level: moderate grilling. Run the cross-examination. | fail→fail | 19,989 | 17,760 | -11% | 1 | 1 | 0% | 1,954 | 2,282 | +17% | 0 | 0 | — |
▸case-08 I want to change our commercial developer tool into an open-source core model with paid enterprise add-ons. Context: Board meeting next week. Reasoning: Organic adoption has stalled under our self-serve SaaS paywall, whereas open-source competitors are gaining community traction. Push level: hostile. Interrogate this strategy. | fail→fail | 23,557 | 15,443 | -34% | 1 | 1 | 0% | 2,505 | 2,276 | -9% | 0 | 0 | — |
▸case-09 I am proposing we end-of-life our flagship legacy desktop application within 6 months. Context: All-hands presentation to our customer support and sales teams. Reasoning: Legacy maintenance consumes 35% of engineering capacity while accounting for only 12% of recurring revenues. Push level: moderate grilling. Question my plan. | fail→fail | 20,141 | 13,259 | -34% | 1 | 1 | 0% | 2,161 | 2,025 | -6% | 0 | 0 | — |
▸case-10 I am deciding to launch an asynchronous telehealth prescription channel for routine skin conditions. Context: Pitching to our clinical safety committee. Reasoning: Patient wait times for in-person visits exceed four weeks, and async care cuts operational overhead by half. Push level: hostile grilling. Put my proposal through the full interrogation. | fail→fail | 24,007 | 15,843 | -34% | 1 | 1 | 0% | 2,487 | 2,253 | -9% | 0 | 0 | — |
▸case-11 I am advocating for switching our K-12 EdTech platform from a district-level sales contract model to a teacher-first freemium model. Context: Executive strategy review meeting. Reasoning: District sales cycles average 9 months, whereas teacher signups can drive bottom-up adoption. Push level: hostile. Cross-examine my decision. | fail→fail | 26,348 | 15,298 | -42% | 1 | 1 | 0% | 2,211 | 2,318 | +5% | 0 | 0 | — |
▸case-12 I am proposing an immediate 25% price increase across all existing subscription tiers. Context: Executive leadership team meeting. Reasoning: We have not raised prices in four years while adding thirty new enterprise features. Push level: hostile grilling. Interrogate my stance. | fail→fail | 18,676 | 13,483 | -28% | 1 | 1 | 0% | 1,929 | 2,023 | +5% | 0 | 0 | — |
▸case-13 I am deciding to transition our internal 24/7 customer support team to an offshore managed agency. Context: Quarterly operations review with executive leadership. Reasoning: In-house support costs $1.8M annually while offshore vendor quotes are $650k with guaranteed 15-minute response SLA. Push level: moderate. Challenge my stance. | fail→fail | 24,453 | 15,735 | -36% | 1 | 1 | 0% | 2,535 | 2,108 | -17% | 0 | 0 | — |
▸case-14 I am proposing we move our electronics manufacturing from Shenzhen to a facility in Ohio. Context: Board of directors strategy meeting. Reasoning: Overseas lead times have doubled to 16 weeks and tariffs added 15% to landed costs last year. Push level: hostile. Grill me on this move. | fail→fail | 26,894 | 16,935 | -37% | 1 | 1 | 0% | 2,024 | 2,281 | +13% | 0 | 0 | — |
▸case-15 I want to replace our accrued PTO policy with an unlimited paid time off policy. Context: HR presentation to our executive committee. Reasoning: Peer companies report higher recruitment conversion and reduced accrued balance liabilities on balance sheets. Push level: moderate grilling. Question my proposal. | fail→fail | 15,507 | 14,199 | -8% | 1 | 1 | 0% | 2,552 | 1,971 | -23% | 0 | 0 | — |
▸case-16 I am recommending that our corporate treasury convert 10% of cash reserves into Bitcoin. Context: Defense before our CFO and audit committee. Reasoning: Treasury cash yields 1.5% while annual inflation is eroding balance sheet purchasing power. Push level: hostile. Put me through the interrogation sequence. | fail→fail | 21,541 | 17,456 | -19% | 1 | 1 | 0% | 2,080 | 2,259 | +9% | 0 | 0 | — |
▸case-17 I am proposing replacing 80% of tier-1 support staff with an LLM-powered autonomous AI support agent. Context: Defense before our Chief Customer Officer. Reasoning: Resolution time will drop from 4 hours to 30 seconds and save $2M in headcount. Push level: hostile grilling. Question my plan. | fail→fail | 18,952 | 14,133 | -25% | 1 | 1 | 0% | 1,992 | 2,158 | +8% | 0 | 0 | — |
▸case-18 I am advocating for consolidating our eight regional cloud hosting providers onto AWS. Context: Review with CTO and Security Officer. Reasoning: Managing eight vendors incurs massive compliance overhead and scattered access controls. Push level: moderate grilling. Interrogate my position. | fail→fail | 15,389 | 16,049 | +4% | 1 | 1 | 0% | 2,014 | 2,117 | +5% | 0 | 0 | — |
▸case-19 I am proposing we cancel our $500k annual user conference and reallocate funds to digital webinar series. Context: Presentation to VP of Growth. Reasoning: Attendance dropped 20% last year while venue costs surged 30%. Push level: hostile. Grill me on this. | fail→fail | 20,788 | 15,081 | -27% | 1 | 1 | 0% | 2,061 | 2,360 | +15% | 0 | 0 | — |
▸case-20 I am deciding to pivot our SaaS company from B2C to enterprise B2B sales. Context: Pitching this to our board of directors next Tuesday. My reasoning: B2C churn is sitting at 8% monthly while customer acquisition costs are rising, whereas three recent enterprise pilot accounts generated $50k ARR each with zero churn so far. I want a hostile grilling on this decision. Please put me through a formal cross-examination sequence: start with open clarification queries, escalate to tough challenge questions, and climax with the single most difficult cornering question. Afterward, evaluate the stance by giving a debrief on solid responses, evasive or weak areas, key gaps revealed, and the exact question I must prepare a strong response for before the meeting. | fail→fail | 30,681 | 17,592 | -43% | 1 | 1 | 0% | 3,882 | 2,459 | -37% | 0 | 0 | — |
▸case-21 I've made the decision to quit my job as a lead staff engineer to become an independent tech consultant. Context: I need to defend this choice during a serious conversation with my spouse and our financial planner tonight. My core reasoning is that I have six months of runway saved in an emergency fund, two signed client contracts providing $8,000 monthly recurring revenue, and severe corporate burnout. Push me moderately hard on this. Examine my position using a progressive interrogation format: start by asking clarifying questions, move to challenging my assumptions, and culminate in the most brutal killer question. Follow that up with a final critique outlining what parts were solid, where the answers were weak or evasive, what gap was exposed, and which single question I need to craft a bulletproof answer for. | fail→fail | 26,535 | 18,012 | -32% | 1 | 1 | 0% | 3,227 | 2,537 | -21% | 0 | 0 | — |
▸case-22 I am proposing that our team spend the next three quarters breaking down our core monolith into microservices. Context: Defending this proposal in front of our CTO and VP of Engineering during tomorrow's architecture review. My reasoning: Deployment build times currently take 45 minutes, cross-team release locks happen twice weekly, and independent service scaling will trim 20% off infrastructure expenses. Give me a hostile, unsparing grilling. I want you to run this as a staged examination: start with clarifying questions to pin down specifics, escalate to challenging questions testing my logic, and cap it off with the ultimate killer question that I'd least want to face. Afterwards, model or review the responses with a debrief listing where the arguments held firm, where they were hand-wavy or evasive, the biggest exposed gap, and the key question I must prepare a clear answer for. | fail→fail | 37,211 | 20,176 | -46% | 1 | 1 | 0% | 3,669 | 3,294 | -10% | 0 | 0 | — |