RESEARCH PAPER
COMPASS: A Multi-Dimensional Benchmark for Evaluating Code Generation in Large Language Models
Codility’s COMPASS is the first comprehensive benchmark for assessing AI code generation beyond correctness, measuring what truly matters in production environments: functional accuracy, computational efficiency, and code quality.
REPORT
Today’s Key AI & Technical Skills: Codility’s Engineering Skills Model (ESM 2.0)
Introducing the latest version of Codility’s Engineering Skills Model (ESM 2.0).
The Engineering Skills Model is a cutting-edge framework backed by rigorous research, offering invaluable insights into key software engineering skills, including four must-have AI readiness skills for your technical teams.
WHITE PAPER
AI Readiness: Seeing Through the Hype and Building Future-Proof Skills
This white paper goes beyond the buzz to uncover what AI readiness truly means across sectors—from technology and engineering to marketing and operations. Blending cutting-edge research on AI’s current limitations with Codility’s science-backed AI Readiness framework, it outlines the essential skills your teams need to become truly AI ready.
WHITE PAPER
Harnessing the Power of Generative AI: A Guide to Best Practices in Software Engineering
Effectively harnessing generative AI is becoming a strategic imperative for many software engineering teams. At the same time, the industry is lacking guidance on how to use these tools to their full potential. Backed by cutting-edge research, this white paper offers evidence-based technical assessment best practices and pragmatic tips for working alongside generative AI.
