Latest insights on AI, DX, and global business
LLM-as-a-Judge automates LLM output scoring. Covers Pointwise/Pairwise/Reference, bias mitigation, 4 implementation steps, and how it fits with Observability and Guardrails.
Practical guide to cutting LLM production costs. Learn 4 pillars—token optimization, model selection, prompt caching & RAG design—to halve monthly costs without sacrificing accuracy.
Step-by-step guide to implementing Thailand PDPA "appropriate technical safeguards" with AES-256. Covers AI-specific encryption targets, key management, and audit log design.
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.
A practical guide to adopting Claude Code for dev teams. Boost productivity with CLAUDE.md context management, reusable Skills workflows, and Hooks automation.
Learn how to invest in AI projects using Thailand BOI incentives. Covers eligible categories, application process, and tax/duty exemptions. A practical guide for Japanese companies in Thailand.
How Thai logistics firms can use AI for delivery optimization, warehouse automation & demand forecasting in the EEC/China-Thailand Railway era—practical use cases, pitfalls, and BOI/PDPA compliance.
From AI observability basics to tracing, evaluation, and cost management for production LLM apps—learn key implementation steps and tool selection tips.
Learn about AI red teaming: methods, tools & techniques to systematically uncover LLM vulnerabilities like prompt injection & jailbreaking for safer AI operations.
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.
Explains hybrid search using vector search, BM25, and RRF. Practical design patterns and implementation tips to improve RAG system retrieval accuracy.
Fine-tuning vs RAG: which should you choose? We compare both across 4 axes—cost, accuracy, update frequency, and security—to guide your decision by use case.
