When an AI Account Becomes a Security Principal
A practical account-security problem leads to a precise Zero Trust lesson: phishing-resistant sign-in is one boundary, not the whole authorization architecture for an AI account.
First-principles reasoning. Systematic execution. LABS LOGS & CASE STUDIES
> I'm William. Here, I archive my observations on software architecture and AI-native systems, blending corporate leadership experience with a quantitative mindset.
Recent Posts
Choose 3D Software by the Problem, Not the Brand
A first-print field note on choosing CAD, sculpting, or surface modeling from the geometry and constraints of the object.
🧭 Architecture DNA Compass: Read Systems Beyond Pattern Labels
An evidence-first framework for reading software architecture through eight dimensions, three pressures, quality goals, and observable system behavior.
🤖 OpenDroid: From Chatbot to an Android-Controlling AI Agent
An architecture-first analysis of OpenDroid, its planner–action–observation loop, Accessibility Service, AppFunctions, and the reliability, permission, and blast-radius trade-offs of mobile agents.
🤖 AI's Forbidden Thought: The More You Say No, the More It Looks
AI does not love or wonder like a human, but a forbidden concept still leaves a trace in the prompt and can pull generation toward the very thing we wanted to avoid.
AI Breakthrough with Bi-Temporal Data Models: 18.5% Accuracy Boost, 90% Latency Reduction, and Zero Hallucinations
A systems-level analysis of bi-temporal data architecture for trustworthy AI, focused on accuracy, latency, provenance, and operational trade-offs.
🧩 Decoding AI Skills: Prompt, Workflow, and MCP Without the Hype
A system-architecture reading of AI skills, separating prompt text, workflow logic, and MCP-based tool execution so teams can reason about latency, control, and blast radius.
🌪️ The OpenClaw FOMO Storm: Welcome a "Godlike Entity" Home or Find a Smarter Path?
OpenClaw hype vs. reality: autonomous agents as glue layers, Copilot vs. mercenary metaphors, and why full local access or blind VPS quarantine both miss a sound architecture.