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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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When Your AI Agent Passes 2,283 Tests — And Still Fails in Production

A stray newline hid an unrunnable assert

When Your AI Agent Passes 2,283 Tests — And Still Fails in Production

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4 min read
Claude Code's Mid-Year AI Boost: Enhanced Workflows and New Features

Claude Code's Mid-Year AI Boost: Enhanced Workflows and New Features

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5 min read
I measured the RAG technique menu on 46,000 chunks. Four things mattered.

I measured the RAG technique menu on 46,000 chunks. Four things mattered.

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11 min read
How to Require Step-Up Auth Before a Claude Agent's Destructive Actions With Kinde

How to Require Step-Up Auth Before a Claude Agent's Destructive Actions With Kinde

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23 min read
Verifiable Contribution Without Global Deanonymization

Verifiable Contribution Without Global Deanonymization

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4 min read
Zero-Build Production Deployments: Shipping Next.js Apps via Docker TAR Artifacts

Zero-Build Production Deployments: Shipping Next.js Apps via Docker TAR Artifacts

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2 min read
Taming the Python and VS Code Workspace Environment

Taming the Python and VS Code Workspace Environment

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1 min read
从思想到实践:FROST 家族的诞生与自治之路

从思想到实践:FROST 家族的诞生与自治之路

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1 min read
LLM Latency Budget: Make AI Workflows Feel Fast Without Guessing

LLM Latency Budget: Make AI Workflows Feel Fast Without Guessing

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9 min read
A Week Contributing to CNCF Projects: What I Fixed and What I Learned

A Week Contributing to CNCF Projects: What I Fixed and What I Learned

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3 min read
Measure, Don't Estimate: Labeling Speakers Without a Gated Model

Measure, Don't Estimate: Labeling Speakers Without a Gated Model

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4 min read
Streaming Instant Translation with Cultural Insights: The Engineering Behind LectuLibre’s 即时翻译与文字解读

Streaming Instant Translation with Cultural Insights: The Engineering Behind LectuLibre’s 即时翻译与文字解读

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5 min read
Python Automation Cookbook, Part 2: Using AI to make decisions in your automation pipelines

Python Automation Cookbook, Part 2: Using AI to make decisions in your automation pipelines

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8 min read
Large-Scale Code Migration Workflows Powered by Claude Code

Large-Scale Code Migration Workflows Powered by Claude Code

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7 min read
ReskPoints: AI Agent Logging with Sampling, Masking, and Multi-Export

ReskPoints: AI Agent Logging with Sampling, Masking, and Multi-Export

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2 min read
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