Blog

Technical articles, no opinion pieces.

We write about what we do: Lean Six Sigma, industrial Machine Learning, agnostic architectures. Articles are dense, quantified, and aimed at the practitioner who wants to understand — not the decision maker who wants to feel reassured.

  1. 03

    The real cost of a RAG stack in production — SMB numbers

    Honest breakdown of a production RAG stack: Anthropic/OpenAI tokens, Qdrant cloud vs self-host, compute infra, dev maintenance.

    12 min read ragcosttco
  2. 02

    When one agent isn't enough — orchestrator pattern for SMBs

    Limits of a single LLM agent (context, bias, rate limit), concrete thresholds for switching to multi-agent, patterns.

    11 min read agenticaimulti-agent
  3. 01

    Can an agentic system replace an ERP?

    3-year TCO of a classic ERP vs an agentic stack (LLM + RAG + LangGraph + DB) for a 15-50 employee SMB.

    12 min read agenticaimanufacturing