AI Infrastructure - Øbliq News

Dark abstract neural network visualization -- RAG pipeline LangChain -- Øbliq.

AI Infrastructure

LangChain + Qdrant RAG: Where Pipelines Break

Think RAG is just a lookup step? It's not. Discover the hidden tradeoffs in LangChain and Qdrant pipelines that kill production performance.

AI Infrastructure

Agentic AI's Hidden Hardware Problem

Is your GPU cluster the wrong tool for agentic AI? Discover why orchestration workloads break GPU cost models and what infrastructure actually wins at scale.

Dark abstract neural network visualization -- RAG architecture 2026 -- Øbliq.

AI Infrastructure

RAG Architectures Are Splitting by Data Type

Is your RAG pipeline built for prose and quietly failing on everything else? See how SA-RAG and MimirRAG are redefining retrieval through structure.

Dark abstract neural network visualization -- AI API cost reduction -- Øbliq.

AI Infrastructure

AI API Costs Are Driving a New Stack Layer

Engineers are building around AI API pricing as infrastructure. Discover how prompt caching and OS-level gateways are reshaping the AI stack.

AI Infrastructure

MCP Is Winning the Agentic AI Protocol War

Is the agentic AI protocol debate already over? MCP is hardening into enterprise infrastructure fast. What this means for teams building on agents today.

Dark abstract neural network visualization -- AI agent harness -- Øbliq.

AI Infrastructure

AI Agent Harnesses Are the New Optimization Layer

Base model performance is commoditized. The real inference gains now live in the execution layer. What does that mean for how you build AI infrastructure?

Dark abstract neural network visualization -- self-hosted RAG -- Øbliq.

AI Infrastructure

Self-Hosted RAG: The End of the API Default

Is the API call dying as the default unit of AI inference? Explore how self-hosted RAG with Ollama and pgvector cuts costs from $6,000 to $60 a year.

Dark abstract neural network visualization -- offline AI deployment -- Øbliq.

AI Infrastructure

Offline AI: What the Demos Don't Show You

Two impressive offline AI builds are making waves. But what does 'runs on Raspberry Pi' actually mean in a factory audit workflow? The friction is real.

Dark abstract neural network visualization -- LangGraph checkpoint delta channel -- Øbliq.

AI Infrastructure

LangGraph Checkpoint 4.1.0: Delta Channel Goes Beta

LangGraph checkpoint 4.1.0 promotes the DeltaChannel to beta. What does this mean for stateful agent architecture and production scalability?

Dark abstract neural network visualization -- MCP server payments -- Øbliq.

AI Infrastructure

MCP Servers Are Becoming a Payment Layer

MCP servers are evolving into billable, auditable nodes. See how x402 micropayments and real-time data grounding are reshaping agentic AI infrastructure.

Dark abstract neural network visualization -- local LLM inference GPU -- Øbliq.

AI Infrastructure

RTX 5090 Makes 35B Local LLMs Production-Ready

Can a consumer GPU replace cloud inference for agentic coding? The RTX 5090's 32 GB VRAM says yes — here's why this changes your architecture.

Dark abstract neural network visualization -- Model Context Protocol -- Øbliq.

AI Infrastructure

MCP Is Reshaping How AI Tools Get Deployed

Is MCP just a connector standard? Hardly. It's moving business logic into tool servers — and that changes everything about how AI systems are built.