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.
Claude Opus 4.8 Agents: Ultra Code for Enterprise Teams
Claude Opus 4.8 ships ultra code dynamic workflows, parallel sub-agents and adversarial verification. Here is how Singapore enterprise teams should adopt it — book a consult.
Corporate Claude Code Training at Red Beacon Asset Management
Case study: a one-day corporate Claude Code training for 10 staff at Red Beacon Asset Management on 28 May 2026 — custom commands, MCP tools, skills, sub-agents and hooks, anchored on a real lead-generation site.
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.
Claude Code Multi-Agent Deployment: Goal Planning & Dream
Claude Code now ships goal planning, autonomous agent spawning, and a self-improving dream feature — giving enterprise teams multi-hour autonomous workflows with minimal prompting. Book a consult.
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.
Vibe Coding: Why Domain Knowledge Is the Real Business Moat
Vibe coding made software cheap, so the code is no longer the moat. Domain knowledge — knowing exactly what your business needs — is. Here is how to use it.
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.
AWS Skill Builder for Singapore Teams — Pathway to AWS Certification and Proficiency
AWS Skill Builder is Amazon's official self-paced learning platform — interactive courses, hands-on labs, and practice exams for every AWS certification. Here is how Singapore companies use it to upskill cloud teams and earn AWS Proficiency.
Where Do You Submit a CASL Course Application? An SSG Tier 2 Step-by-Step for Singapore Training Providers
Short answer: same portal as WSQ — Training Partners Gateway (TPGateway) — but a different application track. From 31 December 2025, Tier 2 SSG funding flows to courses where at least 50% of skills are on the Course Approval Skills List (CASL). Here is the step-by-step Singapore Training Providers actually need.
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.