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馃殌 MLOps
Model Deployment, ML Pipelines, Monitoring, Versioning
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122111
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MLOps
in 2026: What Is It and Why Should You Care?
聽
馃挰
Prompt Engineering
flexiana.com
路
5d
Why Your Enterprise
MLOps
Strategy is
Failing
to Scale鈥攁nd How to Fix It
聽
馃殌
Performance
dev.to
路
16h
路
DEV
Litmus
(Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of
Multilingual
Models
聽
馃
Ollama
arxiv.org
路
1d
Stop
benchmarking
inference
providers
, a guide to easy evaluation
聽
馃搳
Performance Tools
huggingface.co
路
4h
路
r/LocalLLaMA
Quantization
,
LoRA
, and the 8% Problem: Benchmarking Local LLMs for Production AI
聽
馃挰
Prompt Engineering
walsenburgtech.com
路
3d
路
Hacker News
Mastering
MLflow
with Stochastic Gradient
Descent
: A Complete Guide to Diabetes Regression
聽
馃
TVM
pub.towardsai.net
路
5d
Benchmarking
LLMs with
Marimo
Pair
聽
馃嵄
Nom
ericmjl.github.io
路
4d
路
Hacker News
Pioneer
Agent:
Continual
Improvement of Small Language Models in Production
聽
馃挰
Prompt Engineering
arxiv.org
路
14h
Evaluation
, Monitoring, and Model
Degradation
in Production AI Systems
聽
馃挀
PHI Accrual
dev.to
路
22h
路
DEV
Agentic ML: Moving from
Manual
Pipelines
to Autonomous AI
聽
馃摫
Edge AI
dev.to
路
1d
路
DEV
Gypscie
: A Cross-Platform AI
Artifact
Management System
聽
馃摫
Edge AI
arxiv.org
路
14h
Debugging
LangChain
Agents in Production: A Real-Time Monitoring Strategy That Actually Works
聽
馃摑
Tracing Subscriber
dev.to
路
2d
路
DEV
VeriTrans
: Fine-Tuned LLM-Assisted NL-to-PL Translation via a Deterministic
Neuro-Symbolic
Pipeline
聽
馃
TVM
arxiv.org
路
14h
How I Built an Autonomous Dataset Generator with
CrewAI
+ Ollama (72-hour run, 1,065
entries
)
聽
馃
Ollama
dev.to
路
2h
路
DEV
Frugal
Knowledge Graph Construction with Local LLMs: A Zero-Shot Pipeline, Self-Consistency and Wisdom of Artificial
Crowds
聽
馃摫
Edge AI
arxiv.org
路
14h
Building an Eval Stack for a LangGraph Agent: From
LangFuse
to AWS
AgentCore
聽
馃
Ollama
dev.to
路
2d
路
DEV
ConfigSpec
: Profiling-Based Configuration Selection for Distributed Edge--Cloud
Speculative
LLM Serving
聽
馃摝
Folly
arxiv.org
路
14h
Decomposing
and Reducing Hidden Measurement Error in LLM Evaluation
Pipelines
聽
馃
Ollama
arxiv.org
路
14h
From
ML
Model to
Deployable
AI App
聽
馃摫
Edge AI
dev.to
路
3d
路
DEV
Ollama
Pipelines on Mac: Chain Models Without Writing
Glue
Code
聽
馃
Ollama
dev.to
路
17h
路
DEV
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