Perls is the field notebook of MasterDragon.AI. We don't publish trendy theory: we publish what we learn shipping real AI systems.
FeaturedRAG and Agentic Systems
Self-hosting an LLM rarely comes out cheaper: what dominates cost is the shape of your traffic, not the model. When it is worth it, and what the law requires.
MCP, A2A, ACP, AG-UI, A2UI, UTCP and ANP do not carry the same weight. Which have neutral governance and production deployments, which shut down, and why UTCP does not sit under MCP.
Four ways to extend an agent answer four different questions. When you need each, the signal that you do not, and why multi-agent is almost never the first answer.
AI is the first budget line that grows with usage instead of headcount. Why spend nearly quadruples at scale, where the unaccounted 20 to 30% hides, and what each lever gives back.
A client explains, unfiltered, how he chose between an in-house team, a vendor and an off-the-shelf tool, what scared him, and what he found after delivery.
88% of organizations use AI and 39% report any EBIT impact. What the 6% that captures value actually changed: workflows, decision rights, approvals, KPIs and where AI lives.
An AI demo has two visible layers. A system that survives production has thirteen. What they are, what breaks without each one, and the order worth building them in.
84% of organizations have not redesigned work around AI. What adoption actually measures, what adaptation measures, and the three behaviors that separate them.
What composable architecture is, where to put the seams, when NOT to split, and how to avoid the distributed monolith. Three expert positions and one decision rule.
Investors demand capital discipline and technology tied to results. Apply the same filter to your own budget: what software to rent, and what to build as an asset.
Conversational commerce recovers the sale checkout loses. Data, trends, and how to connect your Shopify store to sell through WhatsApp, Instagram, and Facebook.
In emerging markets the sale happens in the chat, not on the website. What conversational marketing is, why these markets lead, and how to start this week.
In Latin America customer service lives in the chat thread. Here is how to redesign it for the agentic era: from scripted flows to a decision layer with clear limits.
A practical glossary of the 20 agentic AI terms that decide whether your agents ship: MCP, A2A, agent loop, RAG, orchestration, guardrails, evals and more.
Most agentic AI projects fail on reliability. See how the best teams engineer autonomy, orchestration, and human oversight into agentic AI systems that ship.