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Step-by-Step: Deploying a Multimodal AI Model with Llama 3.2 and FastAPI 0.112 on ECS 4.0
ANKUSH CHOUDHARY JOHAL
ANKUSH CHOUDHARY JOHAL
ANKUSH CHOUDHARY JOHAL
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May 6
Step-by-Step: Deploying a Multimodal AI Model with Llama 3.2 and FastAPI 0.112 on ECS 4.0
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deploying
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15 min read
DeepSeek V4 Day: It's About Infra, Not the Model
guanjiawei
guanjiawei
guanjiawei
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May 1
DeepSeek V4 Day: It's About Infra, Not the Model
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ai
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deepseek
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infra
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8 min read
Time Travel in a Text Box: Running a 13B Language Model Trained Only on Pre-1931 Text
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 29
Time Travel in a Text Box: Running a 13B Language Model Trained Only on Pre-1931 Text
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modern
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talkie
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5 min read
The $100 Billion Race: How Google's Edge AI Play Changes Everything
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 28
The $100 Billion Race: How Google's Edge AI Play Changes Everything
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edge
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cloud
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google
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8 min read
The AI-First Freelancer: Building a Profitable Tech Stack in 2026
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 28
The AI-First Freelancer: Building a Profitable Tech Stack in 2026
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local
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ollama
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6 min read
The Offline Revolution: Why Local LLMs Are the Backbone of 2026 Development
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 28
The Offline Revolution: Why Local LLMs Are the Backbone of 2026 Development
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local
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llama
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7 min read
Closed-Loop IAM Remediation: Auto-Fixing Security Misconfigurations Without a Human in the Loop
Riya Mittal
Riya Mittal
Riya Mittal
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Apr 27
Closed-Loop IAM Remediation: Auto-Fixing Security Misconfigurations Without a Human in the Loop
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14day
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7 min read
The 70B Threshold: How the RTX 5090 Rewrites the Home Lab Equation
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 24
The 70B Threshold: How the RTX 5090 Rewrites the Home Lab Equation
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memory
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vllm
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8 min read
The Fine-Tuning Trap: What the Math Doesn't Tell You About Custom AI Models
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 21
The Fine-Tuning Trap: What the Math Doesn't Tell You About Custom AI Models
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6 min read
FastAPI Async Patterns That Actually Matter for AI Backends
Matthew Gladding
Matthew Gladding
Matthew Gladding
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Apr 10
FastAPI Async Patterns That Actually Matter for AI Backends
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backgroundtasks
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4 min read
Axiom: Deterministic Integrity Engine for Probabilistic AI
wintrover
wintrover
wintrover
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Apr 6
Axiom: Deterministic Integrity Engine for Probabilistic AI
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4 min read
Relational composition and Codd's "connection trap" in PostgreSQL and MongoDB
Franck Pachot
Franck Pachot
Franck Pachot
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Feb 16
Relational composition and Codd's "connection trap" in PostgreSQL and MongoDB
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postgres
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7 min read
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