Categories on Johnson Lai · Forward Deployed Engineer 🇲🇾🇸🇬

AI Agents

Fri, 22 May 2026 20:00:00 +0800

Posts about AI agents: architecture, transparency, tool use, automation, commerce, and operational workflows.

Automation

Fri, 22 May 2026 20:00:00 +0800

Automation experiments across games, agents, and software delivery workflows.

Forward Deployed Engineering

Fri, 22 May 2026 20:00:00 +0800

Field notes on Forward Deployed Engineering: embedding with teams, closing the gap between AI tools and real workflows, and shipping systems that work in production.

Start with Forward Deployed Engineer Malaysia & Singapore.

Local LLMs

Fri, 22 May 2026 20:00:00 +0800

Posts about local LLMs, private inference, GPU hardware, evals, and agent workflows that run close to the data.

Start with Local LLM Enthusiast.

Crypto × AI

Wed, 11 Feb 2026 14:00:00 +0800

Research, tutorials, and field notes on Crypto × AI: decentralized inference, on-chain agents, verifiable data, and agent commerce.

Start with Crypto × AI Engineer.

Tutorials

Wed, 11 Feb 2026 14:00:00 +0800

Step-by-step guides and practical implementation notes.

Hardware

Fri, 06 Jun 2025 09:59:18 +0800

Hardware notes covering local LLM GPUs, IoT, robotics, physical AI, and edge experiments.

For local inference hardware, see Local LLM Enthusiast.

Personal

Mon, 04 Nov 2024 10:21:52 +0800

Personal stories and startup lessons from building across gaming, crypto, and AI.

Architecture

Wed, 30 Oct 2024 10:21:52 +0800

Architecture breakdowns for AI agents, decentralized AI systems, and protocol design.