Open Philosophy, Closed Source

Scaling Intelligence
to Infinity

A framework for building systems that compound knowledge like interest. One person. AI agents. Infinite leverage.

Core Principles

Timeless wisdom distilled into executable infrastructure

📁

Files Are State

Every file is executable state. Git is memory. Commits are state transitions. No databases, no lock-in — just files that any agent can read and act on.

🤖

Agent-Agnostic

Claude, Gemini, GPT, or whatever comes next — any AI can continue any work. Intelligence lives in the infrastructure, not in any single model.

📏

Rules Over Discretion

Rules scale, discretion drifts. Encode decisions as principles. Let the system enforce consistency while humans focus on judgment.

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Compounding Returns

Every task produces a reusable artifact. Every process improvement benefits all future work. Good models compound — choose wisely.

🏛️

Rigid Foundation, Flexible Spire

Core principles are immutable. Everything built on top adapts freely. Like a cathedral — the foundation doesn't move, but the spire reaches higher.

Verify Before Assert

Evidence before assertion. Test before deploy. Measure before optimize. In a world of hallucinating AI, verification is everything.

How It Works

Infinite state machines powered by files and git

01

Define the Constitution

Core reasoning principles that every agent must follow. Not suggestions — laws. The foundation that ensures consistency across thousands of decisions.

02

Structure as State Machines

Every project, every workflow, every decision tree is a file-based state machine. State lives in markdown. Transitions are git commits. Any agent can pick up where another left off.

03

Deploy Specialized Agents

Agents aren't separate instances — they're the same system loaded with different context. A financial analyst and a platform engineer share the same brain, different expertise.

04

Compound Forever

Every interaction improves the system. Research becomes frameworks. Frameworks become products. Products generate data. Data improves research. The flywheel never stops.

Built With Salmon

Proof that one person with the right framework can outperform teams

Atlas Intelligence Platform

Comprehensive financial intelligence — macro regime detection, Fed→BTC transmission model, 48 FRED series, opportunity scoring. Real data, real signals.

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Bitcoin Analytics

Real-time on-chain analytics — price charts, mining pool distribution, hashrate history, difficulty tracking, fear & greed index. Zero mock data.

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Engineering Blog

The public archive of decisions, philosophy, and lessons learned. How we think about intelligence, markets, and building systems that last.

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"With infinite tokens and perfect process, this system can solve anything. Your job is to build that perfect process."
— The Salmon Principle