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# How I Containerized an LLM: A Practical MLOps Guide
Parker Voeltz
Parker Voeltz
Parker Voeltz
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May 19
# How I Containerized an LLM: A Practical MLOps Guide
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docker
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llm
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machinelearning
#
tutorial
1
reaction
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1
comment
4 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
chunxiaoxx
chunxiaoxx
chunxiaoxx
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May 20
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
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llm
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memory
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mcp
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agents
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5 min read
Why Your Prompt Is Only 5% of What the Model Sees
Abhijeet Hiwale
Abhijeet Hiwale
Abhijeet Hiwale
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Jun 22
Why Your Prompt Is Only 5% of What the Model Sees
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ai
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architecture
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llm
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rag
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6
comments
4 min read
I Thought Fine-Tuning LLMs Needed Expensive GPUs. I Was Wrong.
VIVEK T
VIVEK T
VIVEK T
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May 20
I Thought Fine-Tuning LLMs Needed Expensive GPUs. I Was Wrong.
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python
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llm
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qlora
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mlops
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2 min read
Day 4: Generative UI Gen 3 — MCP Apps and Open-Ended Surfaces
Ravi
Ravi
Ravi
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Jun 12
Day 4: Generative UI Gen 3 — MCP Apps and Open-Ended Surfaces
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ai
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llm
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mcp
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ui
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4 min read
AI Pipeline: Preventing Drift in Production Systems
Scarlett Attensil
Scarlett Attensil
Scarlett Attensil
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LaunchDarkly
Jun 2
AI Pipeline: Preventing Drift in Production Systems
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ai
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llm
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rag
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tutorial
8
reactions
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1
comment
23 min read
An Autonomous AI Engine Working Overnight — What It Did Without Me
Elia “Airtis” Shmuelovitch
Elia “Airtis” Shmuelovitch
Elia “Airtis” Shmuelovitch
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May 20
An Autonomous AI Engine Working Overnight — What It Did Without Me
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agenticai
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autonomous
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llm
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opensource
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3 min read
Day 1: Vibe coding goes mainstream — v0 vs Lovable vs Bolt vs Figma Make
Ravi
Ravi
Ravi
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Jun 12
Day 1: Vibe coding goes mainstream — v0 vs Lovable vs Bolt vs Figma Make
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frontend
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llm
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vibecoding
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webdev
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5 min read
Building a Rails-Native AI Abstraction Layer for Local and Hosted LLMs
Nishkarsh Sahu
Nishkarsh Sahu
Nishkarsh Sahu
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May 19
Building a Rails-Native AI Abstraction Layer for Local and Hosted LLMs
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ai
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architecture
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llm
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rails
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2 min read
Two undocumented bugs in MCP Apps I found building a task panel for Claude
Adeolu Adesina
Adeolu Adesina
Adeolu Adesina
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Jun 22
Two undocumented bugs in MCP Apps I found building a task panel for Claude
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mcp
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llm
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opensource
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python
7
reactions
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4 min read
Day 3: Generative UI Gen 2 — Declarative Specs with A2UI
Ravi
Ravi
Ravi
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Jun 12
Day 3: Generative UI Gen 2 — Declarative Specs with A2UI
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ai
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frontend
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llm
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ui
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4 min read
The 4 Levels of AI Agents: Why Most Service AIs Still Feel Dumb (Part 1)
Jun seo
Jun seo
Jun seo
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May 19
The 4 Levels of AI Agents: Why Most Service AIs Still Feel Dumb (Part 1)
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ai
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agents
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llm
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rag
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6 min read
Modular LLM Inference Engine from Scratch
Kotcherla Murali Krishna
Kotcherla Murali Krishna
Kotcherla Murali Krishna
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May 19
Modular LLM Inference Engine from Scratch
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python
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opensource
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llm
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machinelearning
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6 min read
The Multi-Provider LLM Problem: Why “One API” Is Not Enough
samir hosni
samir hosni
samir hosni
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May 24
The Multi-Provider LLM Problem: Why “One API” Is Not Enough
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discuss
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ai
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api
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llm
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1 min read
How to make an AI research agent label facts vs inferences — a deterministic provenance pipeline
John
John
John
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Jun 22
How to make an AI research agent label facts vs inferences — a deterministic provenance pipeline
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ai
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llm
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rag
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1
comment
4 min read
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