Start with the technical decision in front of you, then inspect the evidence, limitations and implementation guidance behind it.
Each desk connects evidence to a build, buy, deploy, evaluate or stop decision.
Search across titles, summaries, evidence status and tags, or narrow the library to one decision desk.
A workload evaluation and deployment decision for technical teams
Public benchmarks can shortlist candidates; they cannot decide which configured AI system is acceptable for your workload. This guide turns model selection into a reproducible ship, trial or reject decision.
A production-readiness framework for engineering leaders
A coding agent should earn autonomy through controls and repeatable evidence—not through an impressive demo. This framework turns repository access into a staged engineering decision.
An evidence ladder for technical teams
How to decide whether a research result deserves a prototype, a controlled trial or no engineering time yet.
Measure systems, interventions and failure—not demos
A benchmark design for teams evaluating tool-using agents on their own operational tasks.
A buyer guide for engineering and AI leads
A vendor-neutral scorecard covering evidence, integration, security, economics, operations and exit risk.
