Artificial Intelligence
AI Agent Evaluations: Test Business Outcomes Before You Ship
Verify AI agents through business outcomes, independent evidence and clear release criteria. Includes UML, BPMN and an optional tested Python download.
Artificial Intelligence
MCP for Beginners: Connect AI to Real Tools, Understand the Architecture, and Build Your First Server
Learn MCP step by step: host, client and server, tools, resources and prompts, with a tested Python server and clear security boundaries.
Artificial Intelligence
AI Agent Authorization: From OAuth Access to Bounded Business Actions
A valid token is only the beginning. Enforce delegated authority, exact approvals and current business policy before an AI agent changes enterprise state.
AI Business & Operations
Find the Pain. Prove the Value. Then Deploy the Agents.
Find a recurring customer problem, sell a bounded pilot and test the economics on both sides before scaling an AI-supported service.
AI Business & Operations
Business Engineering for an AI-Supported Solo Business: The Versioned Business Manual
Business Engineering connects strategy, organization and systems. A versioned business manual makes that design practical for an AI-supported solo business.
AI Business & Operations
Guardian Angels: How AI Agents Could Reshape the Solo Business
Before humanity creates its own god, it may create its own guardian angels. How supportive AI agents could expand independent work—and how business processes keep the human in charge.
Artificial Intelligence
AI Agents and XRPL Payments: Building an Authorization Boundary with Spring AI and xrpl4j
Test an AI payment authorization boundary in Java: tenant-scoped Spring AI tools, immutable approvals, fee caps and unsigned xrpl4j transactions.
AI Business & Operations
Token Economics for a Solo Business: What AI Agents Really Cost Beyond Coding
Researched October 7, 2026. A business and architecture perspective for founders who use agents across delivery, sales, support and administration. The numerical scenarios are illustrative; they are not Homann Software operating results or provider quotations. The demo ends when the agent produces a pull request. Your business day does not. Read more
AI Business & Operations
AI Text Watermarks: Europe Should Measure Responsibility, Too
Why Europe should judge AI-assisted publishing by evidence and accountability—and demand a convincing case for mandatory origin marking. A founder’s opinion, informed by sources checked on October 6, 2026. If an article is accurate, well researched and useful, why should its AI origin count against it? That is the question Read more
AI Business & Operations
The Solo Founder’s AI Company: What You Can Orchestrate Today
A solo founder can delegate substantial work to AI agents today. Here is how I would build a company around bounded jobs, overnight execution and evidence.