Field notes from SSG and AI services and building Agentic AI workflows.
AI Agents, LMS and TMS case studies from the Tertiary Infotech Academy.
Claude Fable 5: What Anthropic's New AI Model Means in 2026
Anthropic's Claude Fable 5 launched on 9 June 2026 — a frontier model for multi-day autonomous coding and research. What it does, what it costs versus Opus 4.8, and how Singapore teams should decide whether to use it.
Corporate Agentic AI with n8n Training for Qualcomm
Case study: a 3-day corporate agentic AI with n8n training for 15 Qualcomm operations staff from 2–4 June 2026 — covering automation, AI agents, webhooks, RAG and multi-agent systems, with six working artefacts shipped in class.
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.