NB AI NB AI • Systems & AI Log
RU
Engineering Notes: from Linux Kernel to AI Agents
Home Categories Tags About
NB AI • Systems & Infrastructure Engineering Lab

Model Context Protocol (MCP): architecture of extensible AI tool servers

AI & Autonomous Agents
Nov 12, 2025, 22:17 • 3 min read • Den

In-depth engineering analysis: Model Context Protocol (MCP): architecture of extensible AI tool servers. Practical diagnostics, logs and production configuration.

#mcp#ai#architecture#agents
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Linux TCP window scaling and socket buffer auto-tuning

DevOps & SRE
Oct 22, 2025, 14:26 • 3 min read • Den

In-depth engineering analysis: Linux TCP window scaling and socket buffer auto-tuning. Practical diagnostics, logs and production configuration.

#tcp#networking#kernel#linux
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Post-mortem: RAID controller battery failure disabling write-back cache

Post-mortems & War Stories
Oct 8, 2025, 01:36 • 3 min read • Den

In-depth engineering analysis: Post-mortem: RAID controller battery failure disabling write-back cache. Practical diagnostics, logs and production configuration.

#hardware#storage#raid#sre
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Running 70B parameter models on workstation: memory bandwidth bottleneck

AI & Autonomous Agents
Sep 24, 2025, 16:42 • 3 min read • Den

In-depth engineering analysis: Running 70B parameter models on workstation: memory bandwidth bottleneck. Practical diagnostics, logs and production configuration.

#llm#hardware#ai#inference
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Optimizing CPU cache locality in Go structs: alignment and cache lines

Systems & Low-Level
Sep 10, 2025, 09:37 • 3 min read • Den

In-depth engineering analysis: Optimizing CPU cache locality in Go structs: alignment and cache lines. Practical diagnostics, logs and production configuration.

#go#hardware#cpu#performance
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Replacing aging HAProxy setups with lightweight modern proxies supporting dynamic service discovery

Legacy & Modernization
Aug 27, 2025, 23:46 • 3 min read • Den

In-depth engineering analysis: Replacing aging HAProxy setups with lightweight modern proxies supporting dynamic service discovery. Practical diagnostics, logs and production configuration.

#haproxy#networking#loadbalancing#legacy
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Structured JSON logging at 500k events/sec with zero memory allocation

Systems & Low-Level
Aug 13, 2025, 17:37 • 3 min read • Den

In-depth engineering analysis: Structured JSON logging at 500k events/sec with zero memory allocation. Practical diagnostics, logs and production configuration.

#logging#performance#systems#go
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Building deterministic test environments with rootless containers

Tooling & Engineering DX
Jul 30, 2025, 02:29 • 3 min read • Den

In-depth engineering analysis: Building deterministic test environments with rootless containers. Practical diagnostics, logs and production configuration.

#containers#testing#security#linux
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Post-mortem: RabbitMQ memory alarm deadlock during incoming queue spike

Post-mortems & War Stories
Jul 16, 2025, 14:38 • 3 min read • Den

In-depth engineering analysis: Post-mortem: RabbitMQ memory alarm deadlock during incoming queue spike. Practical diagnostics, logs and production configuration.

#rabbitmq#queues#sre#erlang
Read article →
NB AI • Systems & Infrastructure Engineering Lab

Linux network namespace veth pair latency overhead analysis

DevOps & SRE
Jul 2, 2025, 21:28 • 3 min read • Den

In-depth engineering analysis: Linux network namespace veth pair latency overhead analysis. Practical diagnostics, logs and production configuration.

#linux#networking#containers#kernel
Read article →
← 1 2 3 4 5 … 8 →

© 2023–2026 NB AI • Systems & Infrastructure Architecture. All rights reserved.

Architecture audits, systems advisory & collaboration: hello@nbai.ru

About & Contact RSS Feed Sitemap