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Found 9 results for "Deployment"

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💻Tech Skills

Docker Fundamentals: Images, Containers & Deployment (Complete Guide)

Learn Docker containerization, multi-stage builds, Docker Compose, and deploy applications 10x faster.

March 7, 20267 min read

#Docker#DevOps#Containerization

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🔮Vibe Coding

The LLM Collaboration Guide: How to Avoid 20 Critical Bugs in Production

Learn how to turn LLMs from a liability into your most powerful engineering tool. Discover the three-phase workflow, constraint matrix framework, and production readiness checklist that prevents critical bugs in production.

March 12, 202624 min read

#LLM#AI-Assisted Code#Production

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💻Tech Skills

AWS Lambda & Serverless: Scale Without Servers (Complete Guide)

Master AWS Lambda, build serverless applications, scale to 1M requests/month for $2/month instead of $500/month.

March 7, 20267 min read

#AWS#Serverless#Lambda

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🔮Vibe Coding

Why LLMs Fail at Complex Tasks: The Math Behind Compounding Error in AI Code Generation

Learn why LLMs fail on long reasoning chains due to compounding error. Includes mathematical proofs, real-world AI coding failures, and actionable engineering strategies to mitigate AI hallucinations in software development.

January 6, 202611 min read

#LLM limitations#compounding error#AI hallucinations

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🔮Vibe Coding

Vibe Coding: How Stateless LLM Architecture Powers Intent-Driven Development

Discover vibe coding—a revolutionary approach leveraging stateless LLM architecture to turn natural language prompts into code. Learn prompt engineering techniques for scalable, creative development.

January 13, 20266 min read

#vibe-coding#LLM-architecture#stateless-LLM

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🔮Vibe Coding

Vibe Coding: Master AI-Assisted Programming with LLM Probability

Learn what vibe coding is, how LLM probability powers AI-assisted programming, and master the skills for the future of coding. Practical examples included.

January 6, 20266 min read

#vibe coding#AI programming#LLM

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🔮Vibe Coding

Temperature Sensitivity in LLM Code Generation: A 752-Run Experiment

We tested how temperature (0, 0.3, 0.7, 1.0) affects code generation accuracy on 100 competitive programming problems. The surprising result: temperature barely matters for problem-solving, but model selection does.

January 25, 202610 min read

#vibe coding#LLM temperature#Gemini

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💻Tech Skills

Git Advanced Workflows: Rebasing, Cherry-Pick & Flow (Complete Guide)

Master Git rebase, cherry-pick, git flow, maintain clean history, prevent merge disasters in production.

March 7, 20268 min read

#Git#Version Control#DevOps

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🔮Vibe Coding

Why LLMs Can't Revise Tokens: The Feed-Forward Constraint Every Developer Must Understand

Learn why LLMs hallucinate and can't self-correct. Understand feed-forward token generation and master vibe coding strategies for better AI-assisted development.

January 6, 20269 min read

#LLM#token generation#feed-forward