Browsing Deep Dives
#AI#RAG#pdfplumber#rerank-v3.5#chromadb#rank-bm25#gemini-embedding-001#gemini-2.5-flash
Recent
Making RAG Smarter: What My NTSB Pipeline Was Missing
Five gaps I found in my NTSB aviation RAG system after real testing, and the fixes that transformed answer quality.
8 min read
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#AI#RAG#GENERATIVE-AI#LLM#GEMINI
Recent
How I Built a Local RAG System to Query NTSB Aviation Accident Reports
A step-by-step walkthrough on building a Retrieval-Augmented Generation (RAG) system locally, using ChromaDB and Gemini embeddings, to query 26K+ NTSB aviation accident reports with natural language questions.
8 min read
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#BuildPacks#packeto#Docker#DevOps & SRE
Recent
Decoding Paketo: Building Secure App Containers Without Dockerfiles
Delete your Dockerfile. Learn how Paketo Buildpacks use the pack CLI to create secure, SBOM-ready Node.js images automatically.
5 min read
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#Containers#BuildPacks#container-security#DevOps & SRE#Software Architecture
Mar 13, 2026
Beyond Dockerfiles: The Architecture of Cloud Native Buildpacks
Cloud Native Buildpacks eliminate the Dockerfile entirely. Discover the 5-phase lifecycle, core components, and advanced security mechanics that make CNB the enterprise standard for container builds.
7 min read
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#CI/CD#Docker#DevOps & SRE
Feb 20, 2026
Docker Bake Deep Dive: Scaling Enterprise Build Pipelines
Move beyond messy shell scripts and slow linear builds by mastering Docker Bake for concurrent, multi-platform image execution.
7 min read
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#Docker#performance#container-security#Containers
Feb 4, 2026
From Bloated to Hardened: A Step-by-Step Docker Optimization Journey
Learn how to reduce image size by 86% while achieving zero-shell security using Multi-stage builds, Alpine, and Distroless runtimes
8 min read
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#Docker#Containers#DevOps & SRE#Cloud Computing
Jan 20, 2026
Beyond the Container: A Deep Dive into Docker’s Internal Architecture
A deep dive into how Docker evolved from LXC to OCI, the magic of Namespaces and Cgroups, and how the Engine orchestrates containerd and runc.
7 min read
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#KMS (Key Management Service)#Network Security
Dec 29, 2025
Custom Key Rotation Solutions for AWS KMS
A custom key rotation solution for AWS Managed keys
3 min read
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