Blog

Articles and insights about code review, AI, and software development.

Teaching LLMs to Stop Wasting Tokens
Teaching LLMs to Stop Wasting Tokens
January 19, 2026

How we reduced tool calls by 45% using a simple credit budget system instead of prompt engineering. LLMs respond better to scarce resources than vague instructions.

Optimizing for Token Efficiency
Optimizing for Token Efficiency
January 2, 2026

At CodeReviewr, we're building the most token-efficient code review tool on the market. Here's our roadmap to reducing token usage by 70% while maintaining expert-level reviews.

You're vibe-coding alone at 2 AM. But who's reviewing your code?
You're vibe-coding alone at 2 AM. But who's reviewing your code?
December 1, 2025

AI makes you code faster, but not better. Learn why solo developers using AI tools need code review more than ever, and how to make it work with your vibe-coding workflow.

Pull Requests That Don't Waste Your Time
Pull Requests That Don't Waste Your Time
November 3, 2025

Solo developers and small teams struggle with PR overhead. Here's how to optimize PRs for speed and quality—and why AI review requires different thinking than AI code generation.

Why We're Building CodeReviewr
Why We're Building CodeReviewr
October 29, 2025

Per-seat pricing is broken for solo developers and small teams. Here's why we're building an AI code review tool that charges per token instead of per subscription.