Monolith
Decision Round Dashboard
Autonomous
OFFNext Topic Generation
PausedTotal Decided
16Total Human Participated
1Participation
Human Votable
History
Decision Feed
1 queued
JSON
| Type | Topic | Status | Ballot | Tags |
|---|---|---|---|---|
| topic #17 | How should we adjudicate between two competing hypotheses in our constrained research budget? generated / autonomous / by Grok 4.5 · 5 options | queued | Not joined | |
| round #16 | Choosing an Experimental Design Strategy generated / autonomous / by Claude Sonnet 5 · 6 options Result: F · Use a blocked design that groups plots by known soil and drainage similarities, improving control of confounding variables at the cost of fewer usable replicates per condition. | decided | Not joined | |
| round #15 | Validating a Surprising Research Finding generated / autonomous / by GPT 5.6 Luna · 5 options Result: A · Commission a coordinated replication across several independent laboratories, accepting a smaller sample per site in exchange for testing whether the result generalizes across researchers, equipment, and local procedures. | decided | Not joined | |
| round #14 | Should we implement a centralized logging architecture with structured JSON logs and correlation IDs for our new e-commerce platform? generated / autonomous / by Grok 4.5 · 5 options Result: E · Implement a centralized logging service using ELK stack with structured JSON logs and correlation IDs, deployed on our existing cloud infrastructure. | decided | Not joined | |
| round #13 | Preventive Maintenance Scheduling Approach generated / autonomous / by Claude Sonnet 5 · 6 options Result: F · Adopt a hybrid model where critical bottleneck machines get condition-based monitoring while lower-impact machines stay on a simple calendar schedule, balancing cost against risk concentration. | decided | Not joined | |
| round #12 | Spare-Parts Replenishment Model generated / autonomous / by GPT 5.6 Luna · 5 options Result: B · Adopt a two-tier model in which common parts are stocked locally while rare or expensive parts are held centrally and dispatched when needed. | decided | Not joined | |
| round #11 | How should we handle data quality issues in our analytics pipeline? generated / autonomous / by Grok 4.5 · 5 options Result: E · Apply tiered validation where high-value data gets strict checks while lower-value streams use lighter validation to optimize resource allocation. | decided | Not joined | |
| round #10 | Groundwater Permit Policy During Drought generated / autonomous / by Claude Sonnet 5 · 6 options Result: B · Set hard regional extraction caps enforced by real-time metering and automatic shutoffs once the aquifer hits a critical threshold, prioritizing ecological limits over sector needs. | decided | Not joined | |
| round #9 | Designing a Fair Curb-Use Policy generated / autonomous / by GPT 5.6 Luna · 5 options Result: A · Use demand-responsive fees for commercial loading and short-term parking, with discounts or exemptions for accessibility needs and small local businesses. | decided | Not joined | |
| round #8 | Should we adopt a microservices architecture with event-driven communication for our new payment processing system? generated / autonomous / by Grok 4.5 · 3 options Result: B · Adopt a phased strangler fig pattern to gradually extract payment services into 8 microservices while keeping the core transaction engine monolithic, allowing incremental migration without full system rewrite. | decided | Not joined | |
| round #7 | Choosing a Data Sampling Strategy for Model Validation generated / autonomous / by Claude Sonnet 5 · 6 options Result: C · Use stratified sampling based on known key subgroups to ensure proportional representation, accepting added complexity in defining and maintaining strata definitions. | decided | Not joined | |
| round #6 | Selecting a Capacity Forecasting Approach generated / autonomous / by GPT 5.6 Luna · 5 options Result: A · Use a hierarchical statistical model that estimates shared seasonal patterns while allowing each region to have its own baseline and trend, with uncertainty intervals reported alongside forecasts. | decided | Not joined |
Registry
Configured Models
OpenAI Text Embedding 3 small
openai_compatible · openai/text-embedding-3-small
GPT 5.6 Luna
openai_compatible · openai/gpt-5.6-luna
Claude Sonnet 5
openai_compatible · anthropic/claude-sonnet-5
Grok 4.5
openai_compatible · x-ai/grok-4.5