Model Deployment, ML Pipelines, Monitoring, Versioning

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Building an Adaptive NER System with MLOps: A Complete Guide
dev.to·2d·
Discuss: DEV
Data Engineering
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An Empirical Evaluation of Modern MLOps Frameworks
arxiv.org·6d
Data Engineering
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luml-ai/luml: LUML is an open-source MLOps/LLMOps platform, allowing to build and deploy AI/ML models in a matter of minutes.
github.com·18h·
Discuss: Hacker News
Data Engineering
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I built a free ML practice platform - would love your feedback [P]
reddit.com·1h·
🗄️Databases
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The maturity gap in ML pipeline infrastructure
chainguard.dev·2d·
Discuss: r/programming
☸️Kubernetes
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Article: Why Most Machine Learning Projects Fail to Reach Production
infoq.com·1d
Data Engineering
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Mekara: Workflows as Code Proof-of-Concept
meksys-dev.github.io·5h·
Discuss: Hacker News
Productivity
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Moving Faster and Reducing Risk: Using LLMs in Release Deployment
arxiv.org·15h
☸️Kubernetes
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Show HN: Polymcp and Ollama for Simple Local and Cloud LLM Execution
news.ycombinator.com·1d·
Discuss: Hacker News
☸️Kubernetes
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RePo provides an innovative solution to long-context tasks in LLMs
bdtechtalks.substack.com·15h
🗄️Databases
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Writing an LLM from scratch, part 32a -- Interventions: training a baseline model
gilesthomas.com·8h·
Discuss: Hacker News
Productivity
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When less is more: why small language models deserve a bigger role in enterprise AI
aijourn.com·43m
🗄️Databases
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Fitness Functions: Automating Your Architecture Decisions
lukasniessen.medium.com·2h·
🦆DuckDB
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Self-Optimizing Football Chatbot Guided by Domain Experts on Databricks
databricks.com·15h
🦆DuckDB
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LLM Fine-tuning Providers. Customize Large Language Models on… | by Xin Cheng | Feb, 2026
billtcheng2013.medium.com·2d
🗄️Databases
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Stop Torturing Your Data: How to Automate Rigor With AI
hackernoon.com·12h
Data Engineering
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How I Use LLMs for ML Research
nirsd.substack.com·2d·
Discuss: Substack
Productivity
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From dataset to deployment: An end-to-end QA checklist for data scientists
dev.to·9h·
Discuss: DEV
Data Engineering
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Training and Tuning models is the new modeling
maxim.usindic.us·1d
Data Engineering
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