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NB AI • Systems & Infrastructure Engineering Lab

Vector embeddings search in PostgreSQL: pgvector tuning and IVFFlat vs HNSW indexing

AI & Autonomous Agents
Jun 18, 2025, 08:34 • 3 min read • Den

In-depth engineering analysis: Vector embeddings search in PostgreSQL: pgvector tuning and IVFFlat vs HNSW indexing. Practical diagnostics, logs and production configuration.

#postgresql#pgvector#embeddings#ai
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NB AI • Systems & Infrastructure Engineering Lab

Rust SIMD vectorization for streaming log filtering: AVX2 vs ARM NEON benchmarks

Systems & Low-Level
Jun 4, 2025, 15:32 • 3 min read • Den

In-depth engineering analysis: Rust SIMD vectorization for streaming log filtering: AVX2 vs ARM NEON benchmarks. Practical diagnostics, logs and production configuration.

#rust#simd#performance#systems
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NB AI • Systems & Infrastructure Engineering Lab

Modernizing legacy OpenSSL 1.0.2 microservices to TLS 1.3 and ALPN

Legacy & Modernization
May 21, 2025, 03:07 • 3 min read • Den

In-depth engineering analysis: Modernizing legacy OpenSSL 1.0.2 microservices to TLS 1.3 and ALPN. Practical diagnostics, logs and production configuration.

#security#tls#openssl#legacy
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NB AI • Systems & Infrastructure Engineering Lab

Post-mortem: DNS TTL 0 storm crashing internal HashiCorp Consul cluster

Post-mortems & War Stories
May 7, 2025, 22:09 • 3 min read • Den

In-depth engineering analysis: Post-mortem: DNS TTL 0 storm crashing internal HashiCorp Consul cluster. Practical diagnostics, logs and production configuration.

#consul#dns#sre#distributed
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NB AI • Systems & Infrastructure Engineering Lab

Local LLM inference: benchmarking llama.cpp GGUF quantizations (Q4_K_M vs Q8_0)

AI & Autonomous Agents
Apr 23, 2025, 11:29 • 3 min read • Den

In-depth engineering analysis: Local LLM inference: benchmarking llama.cpp GGUF quantizations (Q4_K_M vs Q8_0). Practical diagnostics, logs and production configuration.

#llm#llama-cpp#gguf#ai
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NB AI • Systems & Infrastructure Engineering Lab

Kubernetes kubelet eviction thresholds and cgroups v2: preventing node NotReady cascades

DevOps & SRE
Apr 9, 2025, 19:52 • 3 min read • Den

In-depth engineering analysis: Kubernetes kubelet eviction thresholds and cgroups v2: preventing node NotReady cascades. Practical diagnostics, logs and production configuration.

#kubernetes#k8s#cgroups#linux
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NB AI • Systems & Infrastructure Engineering Lab

Modern terminal engineering setup: Neovim, Zellij and Nushell for senior systems architects

Tooling & Engineering DX
Mar 26, 2025, 01:59 • 3 min read • Den

In-depth engineering analysis: Modern terminal engineering setup: Neovim, Zellij and Nushell for senior systems architects. Practical diagnostics, logs and production configuration.

#terminal#neovim#nushell#dx
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NB AI • Systems & Infrastructure Engineering Lab

Zero-downtime database schema migrations: the Expand and Contract pattern in practice

DevOps & SRE
Mar 12, 2025, 14:04 • 3 min read • Den

In-depth engineering analysis: Zero-downtime database schema migrations: the Expand and Contract pattern in practice. Practical diagnostics, logs and production configuration.

#postgresql#database#sre#migration
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NB AI • Systems & Infrastructure Engineering Lab

Tracing system calls using Rust and Aya eBPF framework without runtime clang dependency

Systems & Low-Level
Feb 25, 2025, 08:43 • 3 min read • Den

In-depth engineering analysis: Tracing system calls using Rust and Aya eBPF framework without runtime clang dependency. Practical diagnostics, logs and production configuration.

#ebpf#rust#aya#tracing
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NB AI • Systems & Infrastructure Engineering Lab

SQLite in high concurrency: WAL mode, mmap and proper busy_timeout tuning

Systems & Low-Level
Feb 11, 2025, 23:36 • 3 min read • Den

In-depth engineering analysis: SQLite in high concurrency: WAL mode, mmap and proper busy_timeout tuning. Practical diagnostics, logs and production configuration.

#sqlite#database#embedded#performance
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