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A single owner observes a conceptual digital business with connected work areas, a central ledger and a paused authority gate.
AI Business & Operations

One Human Owner, an AI Workforce: Could a Company Run Autonomously?

Could one owner delegate a company’s daily work to Claude agents? A practical operating model with roles, limits, workflows, costs and evidence requirements.

By Enrico Homann, 42 minutes ago November 15, 2026
AI-generated conceptual warehouse robot with a parts bin, observation and checking layers, and a Java laptop; not a product photograph.
Artificial Intelligence

Spring and Physical AI for Beginners: Build a Tested Robot Mission Coordinator

A warehouse employee asks a robot to bring a parts bin to the packing station. The request sounds simple. The software has to answer several different questions: What does the employee mean? Is the destination allowed? Is the observation current? Did the robot accept the job? Did the bin actually Read more

By Enrico Homann, 2 weeks ago October 30, 2026
An agent's convincing answer is checked against a transaction ledger before a release gate opens.
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.

By Enrico Homann, 3 weeks ago October 24, 2026
Copper and teal AI workbenches converge on a shared software blueprint and a verified code artefact.
AI Business & Operations

Claude or ChatGPT, Claude Code or Codex: Should a Software Company Buy Both?

Choose one primary AI environment, test the alternative on real work, and buy both where the evidence supports it. A practical guide with tested economics, BPMN and UML.

By Enrico Homann, 3 weeks ago October 22, 2026
An AI agent carries a limited permission key through an authorization gateway to one permitted business operation.
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.

By Enrico Homann, 4 weeks ago October 19, 2026
AI-generated conceptual electric sports car with cold-gas plumes and abstract software control layers; not an authentic Tesla photograph.
Artificial Intelligence

Tesla’s New Roadster: Cold-Gas Thrusters, Physical AI and the Software Behind the Spectacle

Tesla’s new Roadster puts physical AI and software control boundaries in focus. What is confirmed, what remains unknown, and what a tested Java example can teach.

By Enrico Homann, 4 weeks ago October 16, 2026
A teal information ribbon passes through four modular inspection gates before an AI prism produces a draft for human review.
Artificial Intelligence

Design Patterns in Practice with Spring AI: The Advisor Pipeline

Build a Spring AI advisor pipeline with clear responsibilities, bounded retries and explicit ordering, verified by 20 tests through the real ChatClient.

By Enrico Homann, 1 month ago October 15, 2026
A solo software architect studies an open business manual while three small teal AI helpers support the surrounding process work.
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.

By Enrico Homann, 1 month ago October 12, 2026
A lone entrepreneur walks toward a sunrise along a mountain path, accompanied by seven luminous drones symbolizing supportive AI guardian angels.
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.

By Enrico Homann, 1 month ago October 10, 2026
Four transaction tiles travel together through a gate toward a distributed ledger.
Best Practices

XRPL Batch Is Live: Atomic Transactions Need Evidence of Completion

On October 9, 2026, BatchV1_1 became enabled on the XRP Ledger mainnet. For developers, this creates a practical way to group related ledger actions under one explicit execution policy. For software architects, it also creates a new responsibility: distinguish acceptance of the batch from completion of the business operation. The Read more

By Enrico Homann, 1 month ago October 9, 2026

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Recent Posts
  • One Human Owner, an AI Workforce: Could a Company Run Autonomously? November 15, 2026
  • Your API Change Passed Every Test—and Broke the Mobile App November 14, 2026
  • Does This Process Need an AI Agent? A Practical Architecture Decision Guide November 13, 2026
  • The Request Timed Out. Did the Order Fail? Idempotency in Java & Spring November 12, 2026
  • Concurrency vs Parallelism in Java and Spring: A Beginner’s Guide to Virtual Threads November 11, 2026
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