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⚙️ MLOps
ML engineering, model deployment, production AI, 工程落地
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172253
posts in
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Building ML Systems with Feature/Training/Inference
Pipelines
: The Key to Scalable ML
Architectures
💖💖💖
dev.to
·
3h
·
Discuss:
DEV
⚙️
Feature Engineering
ML Evaluation for Production Systems: Metrics, Offline
Validation
, and
Robustness
Testing
medium.com
·
2d
⚡
Machine Learning
LLM
Terminology
Guide:
Weights
, Inference, Effective sequence length, and Self-Hosting Explained
devforth.io
·
9h
·
Discuss:
Hacker News
🧠
LLM
teradata-labs/loom
: A framework for building autonomous LLM agent threads with natural language agent creation and multi-agent
orchestration
github.com
·
5h
·
Discuss:
Hacker News
🕸️
LangGraph
Rust for
ML
, Java for
Orchestration
: How I Split a Real-World AI System Between Two Languages
medium.com
·
3h
🎯
Fine-tuning
Automatic
Configuration
of LLM Post-Training
Pipelines
arxiv.org
·
19h
🎯
Fine-tuning
Building a
Kubernetes-native
pattern
for AI infrastructure at scale
thenewstack.io
·
1d
🎯
Fine-tuning
vasilyevdm/ai-agent-handbook
: Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot,
compaction
, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps
github.com
·
5h
·
Discuss:
r/LocalLLaMA
🤖
AI Agents
A
straightforward
AI optimization
natemeyvis.com
·
8h
🎯
Fine-tuning
How to Build an End-to-End
ML
Platform
Locally
: From Experiment Tracking to CI/CD
freecodecamp.org
·
3d
⚡
Machine Learning
Mamba-3
: An
Inference-First
State Space Model
blog.cartesia.ai
·
1d
🖼️
Multimodal AI
MAED
: Mathematical Activation Error Detection for Mitigating Physical Fault Attacks in
DNN
Inference
arxiv.org
·
19h
🔬
Deep Learning
When a Small Language Model Beat Our LLM in Production —
Avni
Bhatt
at AI Engineer Melbourne 2026
webdirections.org
·
1d
🧠
LLM
128GB of RAM, Zero Internet, and a Year of Building AI Infrastructure
Nobody
Asked
For
dev.to
·
20h
·
Discuss:
DEV
🎯
Fine-tuning
Development Issues in
ML
Pipelines
dinagoethe.medium.com
·
3d
⚡
Machine Learning
Eliminating the ‘
Rego
tax’: How AI
orchestrators
automate Kubernetes compliance
next.redhat.com
·
8h
🎯
Fine-tuning
Instrument
zero‑code
observability
for LLMs and agents on Kubernetes
grafana.com
·
3h
🎯
Fine-tuning
Together AI expands
fine-tuning
service with tool
calling
, reasoning, and vision support
together.ai
·
2d
🎯
Fine-tuning
Jensen
Huang
: Nvidia's Future, Physical AI, Agent, Inference Explosion
youtube.com
·
23h
🤖
AI Agents
Five AI
Trends
from the latest
NeurIPS
2023 Conference
relational.ai
·
2h
🧠
LLM
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