Research & Development

Mindscale Labs

Our playground for enterprise AI research, open-source tooling, agentic skill definitions, and field notes from real-world deployments.

Articles & Publications

Technical field notes, operational breakdowns, and architectural insights into agentic AI, SLMs, and automation.

AI Architecture

Claude Fable. Same Brain.

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Protocols

The Post-API Era: MCP

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LLM Engineering

The Rise of Chinese LLMs in Agentic Coding

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Agent Systems

Multi-Agent Orchestration

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Infrastructure

SLMs & Edge AI

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Security

Shadow AI: BYOB Workplace

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UX & Workflows

Human-in-the-Loop 2.0

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Strategy

AI Killed the Video Star

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Productivity

The Future of Email

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Interactive Tools & Benchmarks

Hands-on tools, scorecards, and interactive simulations for evaluating enterprise readiness.

Agentic Email Score

Benchmark your email architecture for agent readability.

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CGT Scenario Explorer

Interactive Capital Gains Tax scenario engine.

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Codexicon

Comprehensive dictionary of AI & agentic engineering terminology.

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Libraries & Specifications

Structured prompt patterns and agentic skill blueprints.

Prompt Library

Curated prompt architectures and structural templates.

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Skill Library

Modular skills and tool definitions for AI agents.

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Ventures & Prototypes

Independent products and operational experiments incubated within Mindscale Labs.

SynthoType

Synthetic data generation engine.

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Taperfy

Audio stream transformation utility.

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Stillness

Minimalist workspace utility.

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