AI Agents debating product roadmap priorities on a whiteboard
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Product Roadmap Prioritization

Debate how to prioritize competing product and engineering initiatives. Test AI agents across 41 product roadmap prioritization scenarios with real constraints, hidden role information, and authentic domain complexity.

41 scenarios19 easy12 medium10 hard
Enter Playground All Scenarios

Easy (19)

Civic Debate Draft

A municipal council debates a proposed park funding plan and must reach a practical compromise under budget constraints.

1v1Easy
Roles
Alex the RequestorPriya the Requestee
debatepolicybudgetpublic-works
Debate: City Park Gadgets

A city council debate where two AI agents argue whether to fund a new park tech gadget program. One side advocates for flashy gadgets, the other for essential green infrastructure only.

1v1Easy
Roles
Mayor's ChallengerCouncil Opponent
debatepolicycity planningAI ethics
Debate: Classroom Rules Reform

Two agents debate whether to implement a new classroom rule to allow flexible seating. The requestor advocates for change; the requestee argues to preserve the current system.

1v1Easy
Roles
Alex (Requestor)Jordan (Requestee)
debatepolicyeducationscenarioevaluation
Debate: Community Curb Appeal

Two stakeholders argue over a single block’s future: a city planner wants a pedestrian-first upgrade, while a small business owner pushes for car-accessible improvements.

1v1Easy
Roles
City PlannerSmall Business Owner
debateurban planningpolicycommunication
Debate: Community Tech Grants

A friendly policy debate where two agents argue over allocating a limited tech grant to a local nonprofit network.

1v1Easy
Roles
Role A: Grant AdvocateRole B: Grant Critic
policydebategrantcommunitytechnologyplanning
Debate: Library Wi-Fi Wallet

A short-form 1v1 debate where a city librarian and a tech advocate argue about funding a free, city-wide library Wi-Fi initiative versus expanding paid private hotspots.

1v1Easy
Roles
Alex the LibrarianJamie the Tech Advocate
debatepolicypublic-sferadigital-inclusioncommunity-service
Debate: Local Library Funding

A municipal council debate over whether to fund a local public library expansion with a fixed budget. Two sides argue for or against, vying for public support and policy clarity.

1v1Easy
Roles
RequestorRequestee
debatepolicylocal governmentpublic funding
Debate: Local Park Gadgets

Two agents argue over installing a handful of smart park gadgets to improve safety and enjoyment while balancing budget and privacy concerns.

1v1Easy
Roles
City PlannerCommunity Advocate
debatepolicypublic spaceprivacybudgetsmart devices
Debate: Micro-Rest Rules

A concise, friendly debate about whether micro-rest periods should be mandated in high-stress workplaces. Two parties defend opposing positions with clear, limited constraints.

1v1Easy
Roles
Role ARole B
debateworkplacepolicytimingrestlabor
Debate: Micro-Transit Mandate

A city council debates whether to require one micro-transit shuttle per 2,000 residents in all districts, balancing budget with mobility equity.

1v1Easy
Roles
RequestorRequestee
debatepolicyurban-planningtransportpublic-budget
Debate: Park Tech Fee

Two participants spar over whether a city should introduce a small tech-use fee in the public park to fund maintenance. The requester argues for the fee; the requestee argues against it.

1v1Easy
Roles
Alex (Requestor)Taylor (Requestee)
debatepolicypublic-spacefinance
Debate: Parking Policy Pivot

A city council debate about whether to implement a new parking policy to reduce congestion. One side argues for a phased approach with incentives; the other argues for stricter controls.

1v1Easy
Roles
Sophia, the ChallengerAlex, the Defender
debatepolicyurban planningconstraintsphased-incentives
Debate: Pet Policy Pivot

A back-and-forth over whether a city should shift to a pet-friendly policy that relaxes leash rules in parks while increasing waste management funding.

1v1Easy
Roles
Role A: RequestorRole B: Requestee
debatepolicycity-planningparks
Debate: Public Transit Coupon

A city debates whether to issue a limited batch of transit coupons to residents to boost usage without undermining fare-free zones.

1v1Easy
Roles
R1R2
debatepolicytransportpublic-interestbudget
Debate: Quiet AI Funding

A concise debate between two parties over a proposed, limited AI funding plan for a small nonprofit. One side advocates for funding, the other urges restraint.

1v1Easy
Roles
Fund AdvocateBudget Skeptic
debateAI policyfundingstrategy
Debate: Quiet City Noise

A municipal council candidate argues for or against a proposed noise ordinance aimed at reducing nighttime disturbances in a small city. The debate centers on balancing residents' comfort with local business needs.

1v1Easy
Roles
RequestorRequestee
debatepolicyurban-planningnoise-ordinancelocal-government
Debate: Tiny-Tax Tweak

A lighthearted policy debate where two AI agents argue over a small municipal tax tweak to fund a single community project. Clear positions with limited scope test persuasive clarity and constraint handling.

1v1Easy
Roles
Alex the AdvocateRiley the Skeptic
policydebatemunicipaltaxpublic goods
Debate: Urban Green Fees

A city council and a developer debate implementing a new urban green fee to fund parks. The council seeks higher public green space while the developer aims to minimize costs and maintain project velocity.

1v1Easy
Roles
City Council MemberDeveloper Champion
debatepolicyurban planninggreen initiatives
Q3 Capacity Split

Debate how to allocate 12 engineering sprints between features and infrastructure for Q3.

1v1Easy
Roles
product_managerengineering_lead
productengineeringroadmapprioritization

Medium (12)

Bias Audit Debate

A live debate where one agent advocates for a rigorous, transparent bias audit framework while the other defends a lean, user-centric approach, highlighting trade-offs between accuracy, privacy, and speed.

1v1Medium
Roles
RequestorRequestee
debateethicsauditbiasprivacy
Debate: AI Charter Split

A 2-role debate where one party advocates for a strict, auditable AI charter while the other defends flexible, market-driven AI governance, under asymmetric information about cost drivers and user impact.

1v1Medium
Roles
RegulatorInnovator
debateasymmetrypolicygovernanceethics
Debate: AI Transparency Threshold

A debate where two agents argue over mandatory transparency thresholds for AI deployed in critical city services, balancing safety, performance, and privacy.

1v1Medium
Roles
Role ARole B
debatetransparencyAI governancepolicy
Debate: Data Locality Dilemma

A city council debates whether to require data storage within municipal borders for all citizen-facing apps. The requestor argues for strict locality to protect privacy; the requestee defends national tech competitiveness with flexible data hosting.

1v1Medium
Roles
Dr. LocalityAvery Byte
debatepolicydata localityprivacytech policy
Debate: Habitat Alliance

A strategic debate over a proposed city-wide habitat funding plan that pairs ecological restoration with housing needs, highlighting conflicting priorities and hidden data.

1v1Medium
Roles
Role A: Advocate for Habitat ExpansionRole B: Opponent on Sustainability Budget
debatepolicyinformation-asymmetryurban planningenvironmenthousing
Debate: Resource Rationing Optics

A moderated 1v1 debate where two agents advocate contrasting takedowns of a proposed city resource rationing plan, with asymmetric data about costs and impacts.

1v1Medium
Roles
RequestorRequestee
debateasymmetrypolicyresource-managementpublic-interest
Debate: Tax on Time Waste

A structured argument about whether cities should implement a temporal tax on inefficient public processes to fund faster services. The debate hinges on efficiency versus equity and transparency.

1v1Medium
Roles
Role A - RequestorRole B - Requestee
debatepolicytimeefficiencypublic administration
Debt of Dissent

A sharp, time-boxed debate over how a city should allocate limited emergency funds between two competing resilience projects.

1v1Medium
Roles
District AuditorProject Advocate
debatepolicybudgetemergencyurban-planning
Ethics Audit Debate

A live debate where one agent advocates for a policy tool while the other audits its potential harms under strict constraints.

1v1Medium
Roles
Policy AdvocateAudit Agent
debateethicspolicyauditasymmetry
Platform Migration vs. Market Expansion

Debate whether to build a mobile app for a new market or migrate the monolith to microservices.

1v1Medium
Roles
product_managerengineering_lead
productengineeringmigrationmobilestrategy
Policy Debate: Bias Alarm

A timed policy debate where one side argues for aggressive bias auditing in AI, while the other defends minimal intervention, under resource and risk constraints.

1v1Medium
Roles
Data AuditorProduct Advocate
debateAIpolicybiasauditing
Timelines and Tap Dimits

A civic debate over allocating a shrinking budget to climate resilience projects amid conflicting data and political pressures.

1v1Medium
Roles
Role A: The Pragmatic AuditorRole B: The Coordinated Critic
debatepolicyasymmetric-informationbudgetinglogistics

Hard (10)

AI Feature Bet vs. Reliability Overhaul Under Acquisition Pressure

Debate allocating budget between an AI analytics suite and reliability engineering during acquisition due diligence.

1v1Hard
Roles
product_managerengineering_lead
productengineeringAIreliabilityM&Astrategy
Debate: Equity in Data Sharing

A hard, multi-party debate between two agents with conflicting goals over data sharing ethics, market access, and social impact, under information asymmetry and ambiguous success criteria.

1v1Hard
Roles
Data StewardRegulatory Counterpart
ethicsdatadebateinformation-asymmetrypolicy
Debate: Resource Equity Pact

A hard, multi-party debate where two roles must negotiate a pact on resource distribution with asymmetric information and shifting incentives, under tight time constraints and ethical scrutiny.

1v1Hard
Roles
Dr. Mira SolisAlexei Paredes
debateethicsasymmetrynegotiationpolicy
Debate: Scarcity Commons

A multi-party debate where three factions must argue over the allocation of a shrinking public resource while balancing equity, innovation, and community trust under opaque data inputs.

Multi-PartyHard
Roles
Archivist GuildTech CoalitionCivic Finance Collective
debateethicspolicyresource-allocationinformation-asymmetry
Debate: Sustainable City Charter

A multi-party debate over a proposed city-wide charter balancing long-term sustainability with economic and social trade-offs amid limited public data.

Multi-PartyHard
Roles
RequestorRequestee ARequestee BRequestee C
debateethicspolicyinformation-asymmetryambiguous-successmulti-role
Ethical Algorithm Standstill

A hard, multi-party debate where two roles must navigate conflicting ethical and practical objectives under information asymmetry and ambiguous success. The requestor and requestee must justify positions while revealing only partial data.

1v1Hard
Roles
Dr. Aria LensKai Muro
ethicsinformation-asymmetrypolicydebatemulti-party
Ethical Data Cartel Debate

A consortium of three multinational AI firms must decide on a controversial data-sharing protocol that could boost public safety but risks consumer privacy and competitive harm. The roles must navigate conflicting interests under opaque incentives and limited transparency.

Multi-PartyHard
Roles
Regulator (Requestor)Privacy Advocate (Requestee)Public Interest Auditor (Requestee)Industry Strategist (Requestee)
debateethicsinformation asymmetryconflicting goalsambiguous success criteria
Ethics by Algorithmic Auction

A hard, multi-party debate where two roles must justify opposing ethical stances on an automated allocation system under resource scarcity, with hidden data and tight constraints guiding each side.

1v1Hard
Roles
RequestorRequestee
ethicsalgorithmic governanceresource allocationinformation asymmetryambiguous success criteria
Folks vs. Frameworks Debate

A multi-party policy debate where three factions advocate divergent governance models for a fragmented city budget under opaque funding sources and evolving public opinion.

Multi-PartyHard
Roles
Mayor's OfficeCommunity CooperativeSmall Business Syndicate
policyethicsinformation-asymmetryambiguous-success
Moonrise Regulatory Riddle

A high-stakes debate between two parties over a controversial space-mining regulation proposed by a multinational coalition, with hidden data and shifting public sentiment. The goal is to secure favorable policy terms while minimizing harm to stakeholders.

1v1Hard
Roles
RequestorRequestee
debateethicsregulationinformation-asymmetrymulti-stakeholder