Field notes from SSG and AI services and building Agentic AI workflows.
AI Agents, LMS and TMS case studies from the Tertiary Infotech Academy.
How to Build a Claude Agent with Claude Routines: A 6-Step Guide
A practical six-step guide to building a Claude agent and running it on autopilot with Claude Routines — install, CLAUDE.md, memory, skills, subagents, and scheduled cloud triggers.
Hermes Agent + Codex — An Autonomous Daily YouTube Video Workflow
A working daily YouTube pipeline built on Hermes Agent (Nous Research) with OpenAI Codex — auto idea search, research, script, video render, voiceover and upload. Live reference: the @Ling-l4o channel.
Human–AI Collaboration in the Age of Autonomous Agents: OpenClaw, Hermes & Paperclip
2025 was the year of the AI employee. 2026 is the year of the AI company — OpenClaw, Hermes and Paperclip coordinate teams of autonomous agents alongside humans. Here's the production pattern that wins.
Chatbot RIP: Why AI Agents Are Taking Over in 2026
Chatbots only answer queries; AI agents solve the problem and perform the task — as a chat widget, as automation, or wired into your infrastructure. Here is where each one ends.
Agentic RAG vs Classical RAG: Accuracy vs Speed
Classical RAG runs one linear retrieve-then-generate pass; agentic RAG adds a verify-and-retry loop that re-retrieves until the answer is grounded. Slower, more accurate — here's when each wins.
OpenClaw vs Hermes vs Paperclip: Picking an AI Agent Stack in 2026
Three open-source AI agents are dominating the 2026 conversation — OpenClaw, Hermes, and Paperclip. They are not interchangeable. Here is what each is for, where each breaks, and how we deploy them for Singapore teams without locking you into a single vendor.
How MCP Servers Power Production AI Agents — A 2026 Field Guide
MCP — the Model Context Protocol — is the wiring that lets AI agents call your real tools, your real files, and your real APIs, with consistent permissions and logging. Here is what it does and where to deploy it in a Singapore stack.
Improve HR Processes with Microsoft Copilot Agents — Singapore 2026
Microsoft Copilot Agents — built on Copilot Studio — give HR teams custom AI assistants for onboarding, policy queries, leave management, and performance reviews. The trick is governance, not technology.
Improve AI Chatbots with Retrieval Augmented Generation (RAG) — 2026 Guide
RAG is the difference between a chatbot that hallucinates and one that answers from your real documents. Here is how to deploy RAG inside an LMS, a TMS, or a Singapore-specific customer-service workflow.
Build AI Agents with Microsoft Copilot Studio — 2026 Walkthrough
Copilot Studio is Microsoft's low-code canvas for building custom AI agents that plug into Teams, Outlook, and your own systems. Here is what it does well, where it hits limits, and how Singapore organisations deploy it.
Will AI Agents Replace Jobs? A 2026 Singapore View
The job-replacement debate is louder, but the evidence on the ground in 2026 is clearer: AI agents reshape work composition, not employment headcount. Here is what is changing in Singapore — and how to upskill for it.
The Rise of AI Agents in the Singapore Workplace (2026)
AI has moved from tool to teammate. In Singapore workplaces, agentic AI systems are running real workflows — triage, drafting, scheduling, follow-up. Here is the state of play, and what to do about it as a team lead.