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# benchmark

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We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.

We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.

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11 min read
Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.

Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.

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2 min read
The False Positive Tax: a 1:1 TP:FP analysis of eslint-plugin-security
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The False Positive Tax: a 1:1 TP:FP analysis of eslint-plugin-security

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11 min read
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
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Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy

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8 min read
How does an AI agent pick from 686 skills in a second?

How does an AI agent pick from 686 skills in a second?

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7 min read
LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)

LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)

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5 min read
AI-generated accessibility, an update — frontier models still fail, but skills change the game

AI-generated accessibility, an update — frontier models still fail, but skills change the game

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6 min read
I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.
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I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.

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9 min read
Why Code Golfing is the Ultimate Test for Multimodal LLMs (And a New Benchmark to Prove It)
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Why Code Golfing is the Ultimate Test for Multimodal LLMs (And a New Benchmark to Prove It)

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1 min read
Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?

Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?

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3 min read
Benchmarks- Kubernetes MCP Servers Passed. That Was Not Enough.

Benchmarks- Kubernetes MCP Servers Passed. That Was Not Enough.

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4 min read
How do you benchmark an MCP server you built?
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How do you benchmark an MCP server you built?

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8 min read
Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders

Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders

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10 min read
Why Most Browser AI Demos Fail on Real Hardware

Why Most Browser AI Demos Fail on Real Hardware

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4 min read
The Agentic Gap: Claude Oneshots, Gemma Fails

The Agentic Gap: Claude Oneshots, Gemma Fails

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9 min read
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