Demystify the Kubernetes Landscape

Run Kubernetes Tools Recommender System with Local LLM

By Oluchukwu ObiNjoku August 28, 2024

Introduction This guide introduces KRS, a powerful CLI tool designed to simplify Kubernetes cluster management. KRS offers a range of functionalities, including health checks, resource optimization, and vulnerability detection. To…

Private LLM Deployment: 5 Must-Dos with vLLM & Docker

By Karan Singh June 2, 2026

Learn private LLM deployment with vLLM: privacy, compliance, architecture, ops checklist, and rollout by industry. Follow this guide and deploy safely.

Voice AI Agent Observability: 5 Failures w/ OTel

By Karan Singh May 26, 2026

Learn Voice AI agent observability with OpenTelemetry: 5 failure modes after 300K calls, a tracing map, Docker Compose lab, and runbook alerts. Read now.

DeepSeek-V4, 1M Context and the New Inference Portability

By Karan Singh May 5, 2026

Learn what DeepSeek-V4’s “no Nvidia GPU” claim means for inference. See where NVIDIA Triton Inference Server fits, plus Docker builds you can ship.

Genesys Memory System: 89.9% LoCoMo vs Vectors

By Karan Singh April 23, 2026

Learn why vector search fails for agent memory and how Genesys Memory System uses a causal graph to hit 89.9% LoCoMo. Build it with Docker Compose.

RAG vs Fine-Tuning: 7 Tradeoffs with Kubeflow

By Karan Singh April 13, 2026

Learn RAG vs fine-tuning tradeoffs for enterprises using Kubeflow: freshness, cost, latency, privacy, eval, drift, ops—plus a hybrid LoRA pattern. Read now.

OpenTelemetry for Agentic IR: FalconClaw vs IR Tools

By Karan Singh April 7, 2026

Compare NeuBird FalconClaw vs classic IR tools using OpenTelemetry. Learn what to automate now, control blast radius, and pilot safely—read the checklist.

IBM’s $11B Confluent Deal: 7 Kafka Impacts + Strimzi

By Karan Singh March 30, 2026

Understand IBM’s $11B Confluent deal: 7 Kafka impacts, plus how Strimzi helps you hedge risk. Get a decision matrix and 30/60/90 plan—read now.

AI for Kubernetes Costs in 2026: OpenCost Reality

By Karan Singh March 30, 2026

AI for Kubernetes costs in 2026: what works vs hype with OpenCost. Learn proven use cases, failure modes, and a pilot rubric to cut waste—start now.

Stop SQL Injection in 2026: Text-to-SQL + OPA

By Srushti Patel March 27, 2026

Stop SQL injection in text-to-SQL agents using Open Policy Agent (OPA): threat model, guardrails, MCP-style tools, and a security test plan. Read now.

Building a Full RAG Stack on Docker with Ollama, Open WebUI, Qdrant, and VectorAdmin

By Karan Singh March 25, 2026

TL;DR (Executive Summary) This project implements a local, privacy-focused Retrieval-Augmented Generation (RAG) stack using Docker, combining Ollama (TinyLlama and nomic-embed-text), Open WebUI, Qdrant, and VectorAdmin. The system delivers end-to-end capabilities…