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Deep dives into cloud architecture, DevOps practices, and edge computing

Build Hybrid Search with Postgres
1 min read

Build Hybrid Search with Postgres

Combine BM25 full-text and pgvector for enterprise workplace search. Replace Elasticsearch with Postgres for 30% cost savings. Production implementation guide.

postgres rag ai vector-search
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Deploy Linux Systems with Bootc
1 min read

Deploy Linux Systems with Bootc

Bootc and OSTree deliver atomic updates, instant rollbacks, and git-like system versioning for Linux infrastructure. Modernize deployment workflows.

linux devops infrastructure automation
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Debugging Kubernetes Kernel Memory
1 min read

Debugging Kubernetes Kernel Memory

Diagnose Kubernetes kernel memory issues with slab allocators and page cache analysis. Production-tested strategies to prevent OOMKills and memory pressure.

kubernetes linux devops observability
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Store Git Repositories in PostgreSQL
1 min read

Store Git Repositories in PostgreSQL

Unlock powerful SQL queries and atomic operations by storing Git repositories in PostgreSQL. Transform version control with database-driven workflows.

postgres git databases infrastructure
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Accelerate Docker Builds with BuildKit
1 min read

Accelerate Docker Builds with BuildKit

BuildKit slashes Docker build times by 70% with parallel execution, smart caching, and secure secrets. Real production patterns for modern container pipelines.

docker devops performance infrastructure
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Shrinking Go Binaries 70%
1 min read

Shrinking Go Binaries 70%

Practical techniques to reduce Go binary sizes by 70%+ in production: build flags, symbol stripping, UPX compression, and dependency optimization.

go devops optimization containers
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Secure Secrets from AI Assistants
1 min read

Secure Secrets from AI Assistants

Stop credential leaks through AI coding assistants with ephemeral credentials, automated redaction, and audit trails. Battle-tested patterns for production.

security devops ai secrets-management
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Deploy SQLite in Production
1 min read

Deploy SQLite in Production

Master SQLite for production workloads. Learn when to choose SQLite over PostgreSQL or MySQL for faster queries and lower costs. Migration guide included.

sqlite database infrastructure devops
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Bypass CPU RAM for LLM Inference
1 min read

Bypass CPU RAM for LLM Inference

Run 70B models on consumer GPUs with NVMe-to-GPU direct transfers. Eliminate memory bottlenecks and reduce AI infrastructure costs by 10x. Start today.

ai llm gpu infrastructure
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