Model Deployment, ML Pipelines, Monitoring, Versioning

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MLflow vs Kubeflow vs Airflow: Choosing the Right MLOps Tool for Real-World Production Systems
pub.towardsai.net
·2d
🚀Performance
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.com·6h·
Discuss: Hacker News
🧠Machine Learning
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Attesting Model Lineage by Consisted Knowledge Evolution with Fine-Tuning Trajectory
arxiv.org·1d
Anchors
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Decoupling the AI Stack: How to Architect a Production-Grade Local LLM System
dev.to·3h·
Discuss: DEV
🦙Ollama
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Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors
towardsdatascience.com·17h
🦙Ollama
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An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems
arxiv.org·1d
📦Folly
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Data Analyst (ML track)
dev.to·15h·
Discuss: DEV
📊Data Science
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Production-Ready ML Projects: Why Structure Matters More Than Your Model
pub.towardsai.net
·3h
💬Prompt Engineering
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Shipped an LLM feature to prod, here’s what nobody warns you about
leanware.co·1d·
Discuss: r/LLM
🦙Ollama
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Vibe coding is a moving target (so don’t marry the tool)
nothingeasyaboutthis.com·5h
💬Prompt Engineering
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Zilliz Announces General Availability of Milvus 2.6.x on Zilliz Cloud, Powering Billion-Scale Vector Search at Even Lower Cost
prnewswire.com·1d
🚀Milvus
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Alconost Launches Free MQM Annotation Tool for MQM-Based Quality Analysis
multilingual.com·5h
🦙Ollama
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Evolution of LLMs use by a programmer
asfaload.com·14h·
Discuss: Hacker News
🏗️Cranelift
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X's algorithm source code drops: what it reveals about the platform's feed mechanics
ppc.land·18h
📈Differential Dataflow
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Mistaken correlations: Why it's critical to move beyond overly aggregated machine-learning metrics
techxplore.com·16h
🧠Machine Learning
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Transform complex metrics into actionable insights with this AI quickstart
developers.redhat.com·1d
📈Prometheus
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The Evolution of Redis: From Cache to AI-Database (V1.0 to 8.4)
percona.com·17h
🐉DragonflyDB
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FastMCP 3.0
producthunt.com·1d
🗂️mmap
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CNL: Kyverno 1.17 Release — Advancing with CEL and Supply Chain Security
youtube.com·13h
🔨Bazel
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