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The Agent Is 20% of the Work. The Platform Is the Other 80%.
todd_linnertz_871a076f68e profile

The Agent Is 20% of the Work. The Platform Is the Other 80%.

#ai #platformengineering #devops #mlops
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3 min read
How we catch silent NPU fallback on Snapdragon in CI (and why your eval set won't)
ashishfrozo profile

How we catch silent NPU fallback on Snapdragon in CI (and why your eval set won't)

#edgeai #mlops #onnxruntime #cicd
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7 min read
Virtual keys per tenant: ditching our custom LLM billing layer
marcuswwchen profile

Virtual keys per tenant: ditching our custom LLM billing layer

#llm #mlops #infrastructure #devops
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4 min read
Everything You Know About Scaling Web Apps Breaks When You Serve an LLM
the-persistent-engineer profile

Everything You Know About Scaling Web Apps Breaks When You Serve an LLM

#kubernetes #ai #devops #mlops
1
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10 min read
Distilling SAM 2 into a 6MB student for industrial inspection
marcorinaldi_ai profile

Distilling SAM 2 into a 6MB student for industrial inspection

#computervision #machinelearning #pytorch #mlops
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4 min read
The Cost Math Behind Our CI Cache Hit Rate Going From 40% to 91%
claire_nguyen profile

The Cost Math Behind Our CI Cache Hit Rate Going From 40% to 91%

#devops #infrastructure #sre #mlops
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4 min read
AI Experimentation Best Practices: From Evaluation to Safe Production Rollouts
sattensil888 profile

AI Experimentation Best Practices: From Evaluation to Safe Production Rollouts

#ai #llm #testing #mlops
4
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19 min read
Deterministic reliability stack for LLM pipelines
bn3020 profile
BN

Deterministic reliability stack for LLM pipelines

#ai #llm #mlops #rag
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1 min read
Beyond Monitoring: Building AI-Powered Predictive Observability for Retail Data Pipelines published
amaranarun profile

Beyond Monitoring: Building AI-Powered Predictive Observability for Retail Data Pipelines published

#dataengineering #observability #mlops #dataquality
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8 min read
AI Agents Need Passports: A Local First Approach to Provenance and Lineage
arpitasarker profile

AI Agents Need Passports: A Local First Approach to Provenance and Lineage

#ai #opensource #agents #mlops
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4 min read
"DevOps Is Not Ending. The Production Surface Changed."
gnanirn profile

"DevOps Is Not Ending. The Production Surface Changed."

#devops #ai #kubernetes #mlops
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4 min read
Model Drift Detection: Stop Silent Failures Before They Kill Your Model (2026)
ayubshah014sys profile

Model Drift Detection: Stop Silent Failures Before They Kill Your Model (2026)

#machinelearning #mlops #python #tutorial
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9 min read
MLflow Tutorial: How to Track ML Experiments Like a Pro (2026)
ayubshah014sys profile

MLflow Tutorial: How to Track ML Experiments Like a Pro (2026)

#machinelearning #mlops #python #tutorial
1
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7 min read
What is LLM Observability? The ML Engineer's Practical Guide (2026)
ayubshah014sys profile

What is LLM Observability? The ML Engineer's Practical Guide (2026)

#machinelearning #mlops #llm #python
1
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14 min read
EGA: Runtime Enforcement for LLM Outputs (v1.0.0)
bn3020 profile
BN

EGA: Runtime Enforcement for LLM Outputs (v1.0.0)

#llm #rag #mlops #opensource
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1 min read
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