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Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks

Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks

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10 min read
Claude Duet: A Quick‑Start Guide for Engineers

Claude Duet: A Quick‑Start Guide for Engineers

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4 min read
DeepInfer: A High‑Performance Inference Engine for DeepSeek Models – My First Hands‑On

DeepInfer: A High‑Performance Inference Engine for DeepSeek Models – My First Hands‑On

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4 min read
The Evaluation Gap: How to Measure Whether Your AI Actually Works

The Evaluation Gap: How to Measure Whether Your AI Actually Works

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5 min read
MLOps in Practice: Build a Reproducible Model Lifecycle

MLOps in Practice: Build a Reproducible Model Lifecycle

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7 min read
One API vs One Container Per Model: The Real SIE vs TEI Tradeoff

One API vs One Container Per Model: The Real SIE vs TEI Tradeoff

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7 min read
Getting Hands‑On with Timestral: Mistral’s Open‑Source Time‑Series Foundation Models

Getting Hands‑On with Timestral: Mistral’s Open‑Source Time‑Series Foundation Models

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4 min read
Do Not Ship an AI Transcript Until It Passes an Acceptance Pipeline

Do Not Ship an AI Transcript Until It Passes an Acceptance Pipeline

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14 min read
vLLM Decision 3.0 地端實測

vLLM Decision 3.0 地端實測

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2 min read
DeepSeek Search & Fetch: Low‑Cost Real‑Time Retrieval for LLM Apps

DeepSeek Search & Fetch: Low‑Cost Real‑Time Retrieval for LLM Apps

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4 min read
Brownfield Kubeflow on RKE2: Swapping Dex & SeaweedFS for Keycloak & Ceph RGW

Brownfield Kubeflow on RKE2: Swapping Dex & SeaweedFS for Keycloak & Ceph RGW

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42 min read
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)

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33 min read
Common Challenges in AI Software Development (and How to Fix Them)

Common Challenges in AI Software Development (and How to Fix Them)

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7 min read
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam

CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam

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8 min read
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works

MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works

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13 min read
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