ContextMatters

Latest updates, announcements, and insights from the ContextBridge team.

Mar 3, 2026ContextBridge Team

Your AI context files are either helping or hurting. Here's how to tell.

Two studies show context files can either improve outcomes or make them worse. The difference comes down to novelty, freshness, and delivery reliability.

Feb 6, 2026ContextBridge Team

SWE-Bench is not YOUR codebase

SWE-Bench and other public benchmarks are better than vibes but they don't tell you how these models will perform on YOUR codebase. Here's why you need a benchmark for your codebase and what it can do for you.