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I Tested Building an Enterprise LLMOps Pipeline on Microsoft Azure. Here’s What Surprised Me.

I Tested Building an Enterprise LLMOps Pipeline on Microsoft Azure. Here’s What Surprised Me.

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7 min read
Prompt Engineering for Beginners (Part 2): The Anatomy of a Good Prompt

Prompt Engineering for Beginners (Part 2): The Anatomy of a Good Prompt

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17 min read
t3code: a Chinese translation of the agent harness control panel, and what it actually gets you

t3code: a Chinese translation of the agent harness control panel, and what it actually gets you

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4 min read
Same GPU, Same Model, Different Cost per Token: Benchmark Qwen3.8-27B on Your Own Prompts

Same GPU, Same Model, Different Cost per Token: Benchmark Qwen3.8-27B on Your Own Prompts

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7 min read
Claude-Code-Game-Studios: A Chinese Translation for Claude Code's 49-Agent Game Studio

Claude-Code-Game-Studios: A Chinese Translation for Claude Code's 49-Agent Game Studio

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4 min read
How to build an adversarial eval for your agent cache (and why 18 pairs matter more than a benchmark)

How to build an adversarial eval for your agent cache (and why 18 pairs matter more than a benchmark)

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4 min read
The Data Wall: Why Synthetic Data Buys Time but Not Accuracy

The Data Wall: Why Synthetic Data Buys Time but Not Accuracy

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4 min read
How We Audited Model Context Protocol (MCP) Servers for SSRF: Lessons from 12 Responsible Disclosures

How We Audited Model Context Protocol (MCP) Servers for SSRF: Lessons from 12 Responsible Disclosures

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3 min read
Agent loops for product features: budgets, errors, stops and checkpoints

Agent loops for product features: budgets, errors, stops and checkpoints

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8 min read
가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정

가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정

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3 min read
POCKET-35B-GGUF: Running a 35-Billion-Parameter LLM on CPU Without a GPU

POCKET-35B-GGUF: Running a 35-Billion-Parameter LLM on CPU Without a GPU

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4 min read
Scaling local AI: from one server to a cluster

Scaling local AI: from one server to a cluster

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5 min read
How we fit a 27B model on a 12 GB laptop GPU

How we fit a 27B model on a 12 GB laptop GPU

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9 min read
The Degradation Ladder: LLMOps for When the Model Is Slow, Wrong, or Down

The Degradation Ladder: LLMOps for When the Model Is Slow, Wrong, or Down

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3 min read
510 bytes boot a neural network that dreams dmesg

510 bytes boot a neural network that dreams dmesg

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4 min read
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