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10 Models Tested: From 81.6% to 10%. The Free Tier is a Full-On Gamble.
Vilius
Vilius
Vilius
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May 26
10 Models Tested: From 81.6% to 10%. The Free Tier is a Full-On Gamble.
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ai
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agents
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benchmark
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llm
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4 min read
We Asked 10 LLMs to Write Efficient Code. Only 4 Got Better.
Vilius
Vilius
Vilius
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May 26
We Asked 10 LLMs to Write Efficient Code. Only 4 Got Better.
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ai
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llm
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benchmark
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programming
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5 min read
I Tested 10 More Models. Five Brand New Families Debuted. None Scored Below 75%.
Vilius
Vilius
Vilius
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May 26
I Tested 10 More Models. Five Brand New Families Debuted. None Scored Below 75%.
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ai
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agents
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benchmark
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llm
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3 min read
We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.
Dayna Blackwell
Dayna Blackwell
Dayna Blackwell
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May 25
We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.
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ai
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mcp
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benchmark
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devtools
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11 min read
Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.
Vilius
Vilius
Vilius
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May 26
Two Models Just Hit 90% on Agent Coding. One Cost Less Than a Penny.
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ai
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agents
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llm
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2 min read
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 24
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
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ai
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llm
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prompt
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benchmark
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8 min read
How does an AI agent pick from 686 skills in a second?
Dmytro Klymentiev
Dmytro Klymentiev
Dmytro Klymentiev
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May 23
How does an AI agent pick from 686 skills in a second?
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ai
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embeddings
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claudecode
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7 min read
The False Positive Tax: a 1:1 TP:FP analysis of eslint-plugin-security
Ofri Peretz
Ofri Peretz
Ofri Peretz
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May 25
The False Positive Tax: a 1:1 TP:FP analysis of eslint-plugin-security
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security
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eslint
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javascript
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benchmark
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11 min read
LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)
Jangwook Kim
Jangwook Kim
Jangwook Kim
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May 22
LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)
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benchmark
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researchreproducibility
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llmagents
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paperpoc
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5 min read
I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.
Ofri Peretz
Ofri Peretz
Ofri Peretz
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May 25
I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.
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security
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eslint
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javascript
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benchmark
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9 min read
Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?
shaun vd
shaun vd
shaun vd
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May 20
Claude Sonnet 4.6 vs GPT-4.1 vs Gemini 2.5 Flash: which wins JSON extraction?
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ai
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llm
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benchmark
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claude
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3 min read
Benchmarks- Kubernetes MCP Servers Passed. That Was Not Enough.
Vitaliy Ryumshyn
Vitaliy Ryumshyn
Vitaliy Ryumshyn
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May 18
Benchmarks- Kubernetes MCP Servers Passed. That Was Not Enough.
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kubernetes
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ai
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benchmark
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opensource
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4 min read
Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders
Rob
Rob
Rob
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May 11
Model Showdown Round 4: Opus vs Qwen — Writers, Not Coders
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ai
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llm
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agents
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10 min read
Why Most Browser AI Demos Fail on Real Hardware
Bruno Juca
Bruno Juca
Bruno Juca
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May 10
Why Most Browser AI Demos Fail on Real Hardware
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ai
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inference
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hardware
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4 min read
The Agentic Gap: Claude Oneshots, Gemma Fails
Rob
Rob
Rob
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May 8
The Agentic Gap: Claude Oneshots, Gemma Fails
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ai
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llm
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homelab
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9 min read
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