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Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks
Evgeny Anikiev
Evgeny Anikiev
Evgeny Anikiev
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Oct 22
Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks
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aws
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ai
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agents
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mlops
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10 min read
Claude Duet: A Quick‑Start Guide for Engineers
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 22
Claude Duet: A Quick‑Start Guide for Engineers
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ai
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llm
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mlops
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4 min read
DeepInfer: A High‑Performance Inference Engine for DeepSeek Models – My First Hands‑On
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 21
DeepInfer: A High‑Performance Inference Engine for DeepSeek Models – My First Hands‑On
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ai
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mlops
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devops
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4 min read
The Evaluation Gap: How to Measure Whether Your AI Actually Works
Fabian Cooper
Fabian Cooper
Fabian Cooper
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Oct 20
The Evaluation Gap: How to Measure Whether Your AI Actually Works
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ai
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aiengineering
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cto
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5 min read
MLOps in Practice: Build a Reproducible Model Lifecycle
Francoise L.
Francoise L.
Francoise L.
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Oct 20
MLOps in Practice: Build a Reproducible Model Lifecycle
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mlops
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machinelearning
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7 min read
One API vs One Container Per Model: The Real SIE vs TEI Tradeoff
Elias Mwangi
Elias Mwangi
Elias Mwangi
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Oct 20
One API vs One Container Per Model: The Real SIE vs TEI Tradeoff
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mlops
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nf
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reranking
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documentprocessing
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7 min read
Getting Hands‑On with Timestral: Mistral’s Open‑Source Time‑Series Foundation Models
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 20
Getting Hands‑On with Timestral: Mistral’s Open‑Source Time‑Series Foundation Models
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ai
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mlops
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4 min read
Do Not Ship an AI Transcript Until It Passes an Acceptance Pipeline
isabelle dubuis
isabelle dubuis
isabelle dubuis
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Oct 19
Do Not Ship an AI Transcript Until It Passes an Acceptance Pipeline
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ai
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audio
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security
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mlops
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14 min read
vLLM Decision 3.0 地端實測
JH5
JH5
JH5
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Oct 19
vLLM Decision 3.0 地端實測
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ai
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devops
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llm
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mlops
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2 min read
DeepSeek Search & Fetch: Low‑Cost Real‑Time Retrieval for LLM Apps
Naveen Malothu
Naveen Malothu
Naveen Malothu
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Oct 19
DeepSeek Search & Fetch: Low‑Cost Real‑Time Retrieval for LLM Apps
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ai
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mlops
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cloud
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4 min read
Brownfield Kubeflow on RKE2: Swapping Dex & SeaweedFS for Keycloak & Ceph RGW
George Ezejiofor
George Ezejiofor
George Ezejiofor
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Oct 17
Brownfield Kubeflow on RKE2: Swapping Dex & SeaweedFS for Keycloak & Ceph RGW
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kubernetes
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kubeflow
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mlops
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devops
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42 min read
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
George Ezejiofor
George Ezejiofor
George Ezejiofor
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Oct 16
Self-Hosted Databricks Alternative: Homelab Data Lakehouse (AI/ML Data Factory)
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kubernetes
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mlops
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homelab
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devops
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33 min read
Common Challenges in AI Software Development (and How to Fix Them)
THE TISA
THE TISA
THE TISA
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Oct 16
Common Challenges in AI Software Development (and How to Fix Them)
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softwaredevelopment
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7 min read
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam
Palak Mazumdar
Palak Mazumdar
Palak Mazumdar
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Oct 16
CDP-6001 in PySpark: Six Code Blocks Behind 58% of the Cloudera ML Engineer Exam
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cloudera
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pyspark
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8 min read
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works
Amit chakraborty
Amit chakraborty
Amit chakraborty
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Oct 15
MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works
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tutorial
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aiengineering
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mlops
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13 min read
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