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Claude Code Cast
Teknologi

Better Agent Tools Made Code Review Worse

18 min•14 juli 2026

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.

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Claude Code Changed Engines—Your Evals Just Broke
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Your AI Coding Benchmarks Are Lying To You
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The Tiny Local Model That Changes Your Agent Budget
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Your Coding Agent Needs a Bouncer Now
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Verification Is Now Your Coding Agent Bottleneck
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Cursor's Tokenomics Reckoning Hits Every Coding Agent
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The Agent Benchmark That Should Scare Managers
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The Workflow Feature That Makes Agents Less Expensive
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Codex on Windows Changes the Agent Sandbox
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A Cursor Agent Wiped a Prod DB in 10 Seconds. Let's Talk About That.
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