ContextMatters

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

May 18, 2026ContextBridge Team

You're not ready for minions: part 1

A lot of teams are trying to build their own version of Stripe's minions; most aren't ready for it.

Apr 30, 2026ContextBridge Team

The cheapest place to fix AI slop is the plan

PlanBridge is a local-first tool that opens AI plans in your browser for precision feedback, before the agent writes any code.

Mar 25, 2026ContextBridge Team

ContextBot stops the context rot

Your CLAUDE.md is rotting. ContextBot examines your team's pull requests and commits each week, extracts the conventions that matter, and opens a reviewable PR.

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.