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Design DEGRADE (Defer) and Your Agent Becomes “Operations”

Design DEGRADE (Defer) and Your Agent Becomes “Operations”

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7 min read
Why JSON Mode Slows Your Streaming UX (And When That Tradeoff Makes Sense)

Why JSON Mode Slows Your Streaming UX (And When That Tradeoff Makes Sense)

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7 min read
Claude Opus 4.7 Adaptive Thinking: When the Reasoning Tokens Pay Off

Claude Opus 4.7 Adaptive Thinking: When the Reasoning Tokens Pay Off

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7 min read
The Real Fix for AI Tech Debt: Don't Use Less AI — Limit Its Scope

The Real Fix for AI Tech Debt: Don't Use Less AI — Limit Its Scope

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6 min read
AI 週報:2026/3/27–4/1 Anthropic 一週三震、Arm 首顆自研晶片、Apple 開放 Siri 給對手

AI 週報:2026/3/27–4/1 Anthropic 一週三震、Arm 首顆自研晶片、Apple 開放 Siri 給對手

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2 min read
The Memory Problem in AI Agents: Why Thinking Isnt Enough

The Memory Problem in AI Agents: Why Thinking Isnt Enough

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2 min read
RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content

RAG Series (7): Retrieval Strategies — How to Find the Most Relevant Content

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7 min read
Part 3 of 3 — Engineering Intent Series -- Inside the Machine: The ISL Build Pipeline

Part 3 of 3 — Engineering Intent Series -- Inside the Machine: The ISL Build Pipeline

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5 min read
SQL Comparison Library Architecture

SQL Comparison Library Architecture

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14 min read
不是模型變強,而是記憶變便宜:TurboQuant 的技術真相、華爾街恐慌與學術風暴

不是模型變強,而是記憶變便宜:TurboQuant 的技術真相、華爾街恐慌與學術風暴

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3 min read
I Built a Local-First Alternative to LangSmith in Python (No Cloud, No Setup)-Shivnath Tathe

I Built a Local-First Alternative to LangSmith in Python (No Cloud, No Setup)-Shivnath Tathe

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3 min read
What Karpathy's Autoresearch Unlocked for Me

What Karpathy's Autoresearch Unlocked for Me

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2 min read
Claude Code's Compaction Engine: What the Source Code Actually Reveals

Claude Code's Compaction Engine: What the Source Code Actually Reveals

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2 min read
Top 10 Cheapest AI APIs in 2026 (Ranked by Real Cost)

Top 10 Cheapest AI APIs in 2026 (Ranked by Real Cost)

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5 min read
I Tested Delimiter-Based Prompt Injection Defense Across 13 LLMs

I Tested Delimiter-Based Prompt Injection Defense Across 13 LLMs

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5 min read
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