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Production AI & LLM Pipelines: Guardrails, Streaming Resilience, and Cost-Aware Fallbacks

Production AI & LLM Pipelines: Guardrails, Streaming Resilience, and Cost-Aware Fallbacks

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3 min read
From Software Engineer to AI Engineer - Part 6: Closing the loop

From Software Engineer to AI Engineer - Part 6: Closing the loop

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10 min read
Thinking Twice Can Make You Dumber: The Test-Time Compute Playbook Behind September's Smartest Models

Thinking Twice Can Make You Dumber: The Test-Time Compute Playbook Behind September's Smartest Models

Comments 5
6 min read
GraphProof-QA: Teaching a Small Model to Prove Its Answers

GraphProof-QA: Teaching a Small Model to Prove Its Answers

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4 min read
Agent 安全攻击面分析:风险图谱与防御实践

Agent 安全攻击面分析:风险图谱与防御实践

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3 min read
ช่องว่าง 0.3% แต่ราคาต่าง 2 เท่า, อ่านตาราง Terminal-Bench 4.0 ให้เป็น

ช่องว่าง 0.3% แต่ราคาต่าง 2 เท่า, อ่านตาราง Terminal-Bench 4.0 ให้เป็น

Comments
2 min read
I asked 63 models the same 76 questions, with and without web search

I asked 63 models the same 76 questions, with and without web search

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7 min read
Classify the Job First: A Router for Local Agents and Awake Hosts

Classify the Job First: A Router for Local Agents and Awake Hosts

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9 min read
What I learned building a system-wide AI writing tool on macOS

What I learned building a system-wide AI writing tool on macOS

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3 min read
JuryTrace: make agent-judge failures inspectable

JuryTrace: make agent-judge failures inspectable

Comments 1
4 min read
AI 週報 — 2026-10-02 to 2026-10-09 | 模型、商業與硬體三方同時加速

AI 週報 — 2026-10-02 to 2026-10-09 | 模型、商業與硬體三方同時加速

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3 min read
AI Weekly — 2026-10-02 to 2026-10-09 | The week compute financing ate the news cycle

AI Weekly — 2026-10-02 to 2026-10-09 | The week compute financing ate the news cycle

Comments 5
5 min read
How I Migrated Our Integration to GPT-6 Astra (Without Breaking Production)

How I Migrated Our Integration to GPT-6 Astra (Without Breaking Production)

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6 min read
5 MCP Security Tests to Run Before Your AI Agent Gets Tool Access

5 MCP Security Tests to Run Before Your AI Agent Gets Tool Access

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4 min read
How Context Window Degradation Breaks Long-Running Agents in Production—and How to Engineer Your Way Out

How Context Window Degradation Breaks Long-Running Agents in Production—and How to Engineer Your Way Out

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6 min read
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