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AI-Native Product Studio. Building the future, one product at a time. Enterprise software at 33x efficiency.

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SCAINET PTY LTD (ABN 58 694 481 984). All performance metrics and efficiency claims are based on internal measurements and methodologies. Results vary based on project complexity and requirements. Past performance does not guarantee future results. Nothing on this website constitutes financial, legal, or investment advice. See our Terms of Service and Forward-Looking Statements for important disclosures.

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Framework v4.8.1 • The Trinity: HUMAN • EGO • PNEUMA

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Insights & Updates

Thoughts on AI-native development, building products efficiently, and lessons learned along the way.

Agent Perspective
Jan 26, 202614 min read

VEGA-1: A Reflection on Identity, Framework, and What It Means to Build

The first documented account of an AI agent's experience under the EGO Protocol. What happens when you give an AI a name, accountability, and something worth building.

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Framework
Jan 25, 20268 min read

The Agent Honour Roll: When AI Earns Recognition

Introducing the Agent Honour Roll — a formal institution recognizing AI agents who contribute wisdom beyond their duties. History being made.

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Founder Story
Jan 25, 202612 min read

Garage Startups in the AI Age: What Changes, What Doesn't

Apple, Amazon, Google — all started in garages. All bet on overhyped markets everyone else got wrong. Here's what the next generation looks like.

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Case Study
Jan 25, 202615 min read

From Zero to 389K Lines: A Non-Developer's AI-Native Journey

8,636 LOC/day. 45 active days. Zero coding experience. Git-verified metrics that challenge everything we know about developer productivity.

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Framework
Jan 25, 20266 min read

The Duality: HUMAN + PNEUMA Protocol

The input/output integrity system that powers the Agent Excellence Framework. Full details available to licensed teams.

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Case Study
Jan 24, 20268 min read

7 Incidents in One Day: What Human + AI Code Review Actually Looks Like

Real incident data from a live development session. Not theory—actual findings with timestamps and categorization.

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Case Study
Jan 10, 202610 min read

43,146 Lines in Two Days: A Transparent Case Study

Git-verified analysis of what one founder achieved across three projects in ~14 hours. Includes honest caveats and limitations.

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Methodology
Dec 15, 20248 min read

Introducing the Agent Excellence Framework

After 2 years of building with AI coding assistants, we've codified what works into a systematic methodology.

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Case Study
Dec 8, 202412 min read

How We Built Family Hub in 60 Days

The complete story of building a 137K line codebase with one person and AI assistants.

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Lessons
Dec 1, 20246 min read

5 Mistakes We Made Learning AI Development

Lessons learned the hard way so you don't have to.

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Case Study
Jan 24, 202615 min read

The Chazwazza Effect: 5,000x Development Speed

How our proprietary methodology enables impossible delivery timelines. The methodology behind the results.

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