Least Privilege for LLM Tool Execution — Scope, Whitelist & HITL Guide
Least privilege for LLM tool execution: scope AI agent tool & API permissions with whitelists, read-only keys, HITL approval, and audit logs for production.
AI Agents
14 articles on "AI Agents" — implementation case studies, PoC design, and operational know-how on AI, DX, and security for executives and IT teams.
AllAI & Machine Learning(19)LLM Operations & RAG(17)AI Agents(14)DX(14)Cybersecurity(11)PoC Development(2)Developer Tools(4)Thailand Business(18)
Winning with a Lean Team Through AI Leverage: Maximizing Output, Not Just Saving Time
Use AI not to cut hours, but to amplify output. Data-backed strategies for lean teams—from startups to elite enterprise units—on maximizing AI leverage for peak productivity.
Economic Models and Operational Cost Design for AI Agents — Design Principles Supporting Production Deployment in 2026
Producing AI agents requires embedding operational costs and economic models into the design layer—not just reducing tokens. B2B design principles for 2026 explained.
What is Agentic Commerce? Preparing for the B2B Era Where AI Agents Make Purchases
Learn how "agentic commerce"—where AI agents autonomously buy and transact—works, and the key practices B2B companies need for sales and marketing success.
Thailand B2B AI Agent Deployment in Production — A Framework Selection and Multilingual Local Operations Implementation Guide
A framework selection guide for Thai B2B companies deploying AI agents in production. Compares LangGraph, CrewAI, Mastra & AutoGen on multilingual support, PDPA compliance, and local engineer fit.
How to Automate B2B Procurement with AI Agents — A Step-by-Step Guide to Autonomous Supplier Selection and PO Issuance for Thai Manufacturing
A practical guide for Thai manufacturers to design & operate AI agents that autonomously handle RFQ-to-PO workflows, as B2B transactions shift to AI agents. Covers HITL & audit log design.
What Is AI Agent Orchestration? Design and Operations for Coordinating Multiple Agents
From basics of multi-agent AI orchestration to Planner-Executor patterns, job scheduling, and observability design—explained through our B2B implementation perspective.
AI Agent Supply Chain Attack Defense Guide — Protective Implementation for MCP/Skill Distribution Channels
AI agents create new attack surfaces via MCP / Skills. An enterprise implementation guide covering MCP by-design vulnerabilities, malicious skill delivery, and SSRF mitigation.
What is Service as Software (SaS)? Why SaaS Delivery Models and Pricing Strategies Are Changing in the AI Era
Service as Software (SaS) is a new model where AI agents autonomously execute tasks, billed by outcomes. Learn how it differs from SaaS and key adoption criteria.
How to Deploy AI Agents in Production? Practical Steps from Pilot to Scale
5 barriers to moving AI agents from pilot to production—and how to overcome them. Practical steps for quality control, system integration, governance & org structure.
How to Measure the Impact of AI Agent Implementation | From KPI Design to Continuous Improvement
Practical guide for implementing AI agents: KPI design, ROI calculation & continuous improvement cycles. Visualize ROI and create compelling reports for management.
What Are AI Agent Protocols (MCP & A2A)? How Multi-Agent Collaboration Works
Learn how AI agent protocols like MCP and A2A work. A foundational guide to tool integration and inter-agent communication design in multi-agent systems.
