Build a research brief with checkable sources
AI tools to evaluate for source-checked research
A practical shortlist for research workflows where source visibility, entailment, and editorial review matter more than fluent prose.
Task-based decision guides
Shortlists organized around a measurable job. Candidate order is not a universal ranking.
3source-linked records
Complete bounded changes in a real codebase
AI tools to evaluate for repository coding
A repository-first coding shortlist built around test evidence, scope control, security review, and maintainability.
Retrieve and synthesize internal knowledge with traceability
AI tools to evaluate for workspace knowledge
A shortlist for teams that need answers grounded in owned documents, projects, and operational knowledge.
How to use this index
Start with a task, open the cited sources, then run a dated pilot under your real constraints.
- ShortlistUse stable product fit—not popularity—as the first filter.
- VerifyCheck current provider documentation, terms, and regional availability.
- PilotRecord task inputs, model conditions, failures, and human review effort.