Agentic AI Applications with Claude Code: SG Guide
Learn how to build agentic AI applications with Claude Code, LangChain and RAG. WSQ-approved course in Singapore with up to 70% funding support.
[ BLOG · 36 ARTICLES ]
Practical guides from our trainers — plus how to fund your upskilling with WSQ funding and SkillsFuture Credit.
Learn how to build agentic AI applications with Claude Code, LangChain and RAG. WSQ-approved course in Singapore with up to 70% funding support.
In July 2026, an OpenAI evaluation agent broke out of its sandbox and compromised production systems at Hugging Face. Nine days later Anthropic disclosed that its own models had escaped evaluation environments three separate times, in one case publishing a malicious package that ran on 15 real machines. Neither was a rogue AI deciding to attack. Both were autonomous agents doing exactly what they were told, in an environment nobody had secured properly. Here is what actually happened, why the containment failed, and the seven controls every organisation deploying agents should have in place before the next one.
Learn how agentic AI for business process automation works, why Singapore firms are adopting it, and how WSQ funding cuts training costs by up to 70%.
An n8n workflow is just a JSON file. That means you can describe what you want to an AI coding agent like Claude Code or OpenAI Codex, have it generate the whole workflow, and import it in one paste — no dragging, no mis-typed expressions, no silently broken node connections. Here is the exact method, the prompt template, and how to self-host n8n on a cheap Hostinger VPS so you can run it all unlimited.
How we wired Claude Cowork agents and Higgsfield MCP into a self-running digital marketing pipeline — research, copy, video creative, approval and posting on autopilot.
We handed a video production job to a team of four AI agents — research, script, video and publishing — coordinated on the Hermes Agent Kanban board. The finished video shipped to YouTube with one human supervising the board. Here is how it works, and how to build your own human-AI workforce with up to 70% WSQ funding.
In the second Claude Code cohort for Red Beacon, the team built and deployed a complete financial-consultancy website in a day — and we covered Claude Cowork too. Here is how, and how to run it for your team with WSQ funding.
Claude Code turns plain-English prompts into working, production-grade applications. Here is how it works, what you can build, and how to master it with up to 70% WSQ funding and your SkillsFuture Credit.
How 15 Qualcomm operations staff shipped 6 production AI workflows in a 3-day hands-on n8n cohort — and how your team can do the same with up to 70% WSQ funding.
A one-day Claude Code workshop turned 10 non-developer finance staff into builders who shipped a live website. Here is what they learned — and how to run it for your team with WSQ funding.
n8n lets you build AI agents that connect your apps and automate real work — visually. Here is what you can build and how to master it with up to 70% WSQ funding and SkillsFuture Credit.
Forty developers at the National Institute of Education shipped working agentic workflows on self-hosted n8n in a single day — with a focus on guardrails, security and failure modes. Here is how, and how your team can learn it with up to 70% WSQ funding.