<p>GitHub gave its code-review agent better tools and watched cost rise while useful findings fell. Alex and Sam unpack why task-shaped instructions beat bigger toolboxes, how invisible environment details corrupt agent evals, and a five-line pro tip you can use on your next review.</p>

GitHub gave its code-review agent better tools and watched cost rise while useful findings fell. Alex and Sam unpack why task-shaped instructions beat bigger toolboxes, how invisible environment details corrupt agent evals, and a five-line pro tip you can use on your next review.

Better Agent Tools Made Code Review Worse

A weekly podcast covering everything Claude Code — from the latest Anthropic updates and AI coding news to practical tips, prompt strategies, and workflow optimization. Hosts Alex and Sam break down what matters for developers using AI coding tools, AI Agents, Agentic AI, compare the competitive landscape, spotlight community projects, and share actionable advice you can use in your next coding session.

Topics covered: AI Software Engineering, Claude AI tutorials, Anthropic API, Model Context Protocol (MCP), Agentic Coding, LLM-powered development, and Software Architecture with AI.

Technology

A weekly podcast covering everything Claude Code — from the latest Anthropic updates and AI coding news to practical tips, prompt strategies, and workflow optimization. Hosts Alex and Sam break down what matters for developers using AI coding tools, AI Agents, Agentic AI, compare the competitive landscape, spotlight community projects, and share actionable advice you can use in your next coding session. Topics covered: AI Software Engineering, Claude AI tutorials, Anthropic API, Model Context Protocol (MCP), Agentic Coding, LLM-powered development, and Software Architecture with AI.

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Better Agent Tools Made Code Review Worse

Better Agent Tools Made Code Review Worse