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8StarLabs Blog

Insights on web development, startup tools, and software engineering best practices

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Give Your AI Coding Agent a Map: How CLAUDE.md, AGENTS.md and MCP Actually Work
AI

Give Your AI Coding Agent a Map: How CLAUDE.md, AGENTS.md and MCP Actually Work

AI coding agents reconstruct your architecture from scratch every session. Here's how CLAUDE.md, AGENTS.md and MCP give them a real map, and why an accurate one changes everything.

TKL
Tham Kei Lok,Leadership
I Stopped Drawing Architecture Diagrams. Here's What I Do Instead.
Story

I Stopped Drawing Architecture Diagrams. Here's What I Do Instead.

A personal story about years of maintaining architecture diagrams nobody trusted, and the shift to living, structured maps that finally stayed true. Lessons from building at 8StarLabs.

TKL
Tham Kei Lok,Leadership
Introducing Canopy: The Living Map of Your Stack
Product

Introducing Canopy: The Living Map of Your Stack

Canopy turns a repo, integrations, a template or an AI prompt into a living architecture map, with spend tracking, ownership, and agent-ready exports like CLAUDE.md, AGENTS.md and MCP. Meet the architecture canvas built for developers.

TKL
Tham Kei Lok,Leadership
Architecture as Data: Why Your System Diagram Should Be Structured, Not Drawn
Engineering

Architecture as Data: Why Your System Diagram Should Be Structured, Not Drawn

Diagrams-as-code was step one. The next step is treating your whole architecture as structured data you own: queryable, diffable, and readable by AI agents. Here's what that means and why it matters.

TKL
Tham Kei Lok,Leadership
The Best Software Architecture Diagramming Tools in 2026 (Compared)
Engineering

The Best Software Architecture Diagramming Tools in 2026 (Compared)

A practical, no-fluff comparison of the top software architecture diagramming tools in 2026 (Lucidchart, Excalidraw, Eraser, IcePanel, Mermaid, Structurizr, Figma and Backstage), plus when a diagram is the wrong tool entirely.

TKL
Tham Kei Lok,Leadership
How I Built a Beat-Synced UI Showcase Video with Remotion and Claude
EngineeringCinematography

How I Built a Beat-Synced UI Showcase Video with Remotion and Claude

A behind-the-scenes look at how I used Remotion to create a fast-paced product showcase for 8StarLabs UI components, synchronized to music and polished with cinematic motion.

TKL
Tham Kei Lok,Leadership
Introducing 8StarLabs UI: Open-source react component library
Engineering

Introducing 8StarLabs UI: Open-source react component library

8StarLabs UI is an open-source React component library built on top of shadcn/ui, designed to help you build interactive and unique interfaces faster.

TKLWJH

Tham Kei Lok, Wang Jia Hua