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Is MCP Just a Fancier Function Calling Wrapper?

Is MCP Just a Fancier Function Calling Wrapper?

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5 min read
Design and Analysis of a Local Model Engineering runtime Gateway Based on vLLM

Design and Analysis of a Local Model Engineering runtime Gateway Based on vLLM

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4 min read
The Agent That Writes the Code Cannot Be the One That Certifies It

The Agent That Writes the Code Cannot Be the One That Certifies It

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3 min read
A token is not a word, and your chat box is not the bill

A token is not a word, and your chat box is not the bill

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4 min read
My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step

My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step

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9 min read
Claude's API Now Holds Your Agent's Conversation for 5 Minutes. Keep Your Own Copy

Claude's API Now Holds Your Agent's Conversation for 5 Minutes. Keep Your Own Copy

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7 min read
Our AI agent doesn't know the price of a tour. That's the main feature

Our AI agent doesn't know the price of a tour. That's the main feature

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7 min read
Pre-Production Eval Harnesses for Contact Center Agents: How to Test Policy Compliance Before Tool Hallucinations Reach Customers

Pre-Production Eval Harnesses for Contact Center Agents: How to Test Policy Compliance Before Tool Hallucinations Reach Customers

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5 min read
A Quantum-Inspired Sandbox for Hypothesis Testing

A Quantum-Inspired Sandbox for Hypothesis Testing

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6 min read
Do AI Benchmarks Measure Real Work? 21 Leaderboard Evaluations Mapped to 41 O*NET Work Activities (2026)

Do AI Benchmarks Measure Real Work? 21 Leaderboard Evaluations Mapped to 41 O*NET Work Activities (2026)

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10 min read
Rules, classic ML or an LLM: a decision ladder

Rules, classic ML or an LLM: a decision ladder

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3 min read
How LLM Evaluation Actually Works: Inside the LFORLA Team Recruitment Benchmark

How LLM Evaluation Actually Works: Inside the LFORLA Team Recruitment Benchmark

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4 min read
Hugging Face Official Benchmarks: Daily Update 2026-11-04

Hugging Face Official Benchmarks: Daily Update 2026-11-04

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5 min read
HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor

HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor

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4 min read
Mistral Large 4 Is Open Weight. Read the License and Do the Memory Math Before You Self-Host

Mistral Large 4 Is Open Weight. Read the License and Do the Memory Math Before You Self-Host

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5 min read
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