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Speculative decoding shifted our output distribution and evals missed it
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Marcus Chen
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Marcus Chen
Jun 18
Speculative decoding shifted our output distribution and evals missed it
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machinelearning
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llm
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mlops
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pytorch
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4 min read
LLMOps in 2026: AI Demo to Production Guide
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Dishant Sethi
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Dishant Sethi
Jun 18
LLMOps in 2026: AI Demo to Production Guide
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ai
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llmops
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kubernetes
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mlops
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8 min read
Streamlining MLOps: Model Deployment with MLflow
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Naveen Malothu
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Naveen Malothu
Jun 18
Streamlining MLOps: Model Deployment with MLflow
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mlops
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machinelearning
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python
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2 min read
The latency tax of an LLM gateway: I measured Bifrost's overhead
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Marcus Chen
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Marcus Chen
Jun 17
The latency tax of an LLM gateway: I measured Bifrost's overhead
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mlops
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llm
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infrastructure
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machinelearning
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4 min read
AI Workloads Are Reshaping Kubernetes in 2026: GPU Scheduling, MLOps, and the Platform Engineering Reckoning
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The Cyber Sidekick
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The Cyber Sidekick
Jun 17
AI Workloads Are Reshaping Kubernetes in 2026: GPU Scheduling, MLOps, and the Platform Engineering Reckoning
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kubernetes
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gpuscheduling
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mlops
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platformengineering
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4 min read
Winograd convolutions cost us 2 mAP and we didn't notice for a month
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Marco Rinaldi
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Marco Rinaldi
Jun 17
Winograd convolutions cost us 2 mAP and we didn't notice for a month
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computervision
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pytorch
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machinelearning
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mlops
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4 min read
What DevOps Taught Me About AI Governance
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Todd Linnertz
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Todd Linnertz
Jun 17
What DevOps Taught Me About AI Governance
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devops
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aigovernance
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platformengineering
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mlops
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4 min read
From ML Tooling to Analytical Governance: Recent Updates to KMDS
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Rajiv Sambasivan
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Rajiv Sambasivan
Jun 17
From ML Tooling to Analytical Governance: Recent Updates to KMDS
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ai
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productivity
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python
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mlops
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3 min read
RLAIF Is Eating RLHF — Here Are the Four Places Human Feedback Still Wins
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SyncSoft.AI
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SyncSoft.AI
Jun 16
RLAIF Is Eating RLHF — Here Are the Four Places Human Feedback Still Wins
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ai
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machinelearning
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llm
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mlops
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6 min read
A 9-point eval gain vanished when we deduped train against test
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Marcus Chen
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Marcus Chen
Jun 15
A 9-point eval gain vanished when we deduped train against test
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machinelearning
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mlops
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llm
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pytorch
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4 min read
OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely
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Pawan Kumar
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Pawan Kumar
Jun 12
OpenAI Already Told Us the Kubernetes Scaling Story, Most People Just Did Not Read It Closely
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kubernetes
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devops
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ai
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mlops
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10 min read
I Processed 2.4 Billion Tokens Across 52 AI Models for $0.52. Here's the Full Breakdown.
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Alex Bogle
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Alex Bogle
Jun 11
I Processed 2.4 Billion Tokens Across 52 AI Models for $0.52. Here's the Full Breakdown.
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agenticai
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openrouter
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mlops
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costoptimization
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3 min read
Quantization formats compared: GGUF vs GPTQ vs AWQ vs NF4
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Tech_Nuggets
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Tech_Nuggets
Jun 11
Quantization formats compared: GGUF vs GPTQ vs AWQ vs NF4
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llm
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quantization
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mlops
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tutorial
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7 min read
I Built a Production RAG System on My M1 Mac for $0
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Alex Bogle
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Alex Bogle
Jun 10
I Built a Production RAG System on My M1 Mac for $0
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rag
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mlops
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ai
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python
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3 min read
I built a feature store in pure Python to finally understand the point-in-time join
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Haji Rufai
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Haji Rufai
Jun 10
I built a feature store in pure Python to finally understand the point-in-time join
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python
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machinelearning
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dataengineering
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mlops
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6 min read
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