Diagnostics Hub

Executive Diagnostics
in 60 Seconds

These are the same forensic instruments I use in R&D Capital Audits. Try them free. If the results show critical leakage, we should talk.

Financial Audits & Enterprise Valuation

Measures: Product

Product Debt Index

Diagnostic for measuring Product Governance Debt.

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Measures: CFO & Tax Strategy

CFO R&D Capitalization Audit

Calculate true innovation investment vs hidden maintenance OpEx, Section 174 tax impact, and EBITDA adjustments.

Run Financial Audit →
Measures: Board Fiduciary Duty

Board AI Governance Scorecard

10-vector fiduciary audit for Board Directors, CEOs, and Audit Committees to evaluate agent signing limits and capital risk.

Audit Fiduciary Risk →
Measures: Economics

Valuation Scenario Engine

Model exactly how delayed technical decisions compound and impact enterprise exit scenarios.

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Measures: Economics

AI Unit Economics Benchmark

Diagnostic for measuring AI Unit Economics.

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Measures: Economics

SLM vs API Arbitrage

Calculate the exact hardware breakeven point for repatriating cloud AI workloads to bare-metal servers.

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Measures: Operations

Agentic FTE Displacement Matrix

Calculate EBITDA expansion of replacing human Tier-1 support with autonomous LLM agents.

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Measures: Economics

Cloud Repatriation Engine

Calculate the exact EBITDA recapture of moving off AWS to sovereign bare-metal architecture.

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Measures: Inference Economics

SLM Break-Even Calculator

Model the exact monthly query volume where fine-tuning and self-hosting an 8B/70B SLM beats frontier model APIs.

Run Break-Even Model →
Measures: Product Economics

AI Feature Margin Matrix

Map user subscription pricing against variable token burn to identify toxic negative-carry AI features.

Calculate Margin →
Measures: PE Due Diligence

Subprime Code Risk Auditor

Quantify the balance-sheet refactor discount and technical insolvency risk of un-governed vibe coding.

Run M&A Audit →
Measures: Agentic SDLC

Autonomous Agent Readiness (AARI)

Evaluate repo architecture, type strictness, and sandboxed worktrees before turning on Claude Code or Antigravity.

Audit Readiness →
Measures: Operations

Agentic Token Simulator

Calculate the compound token decay and GPU execution costs of multi-agent LLM reasoning workflows.

Run FinOps Simulation →

Agentic Defense & Security Ops

Frequently Asked Questions

Are these diagnostic tools free to use?+
Is my data safe when using these calculators?+
What is the Product Debt Index (PDI)?+
How do I remediate a high risk score?+
Empirical Foundations

Research Foundations

BeehiivAugust 28, 2026

Cursor vs Google Antigravity for Production AI Building

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LinkedInAugust 24, 2026

Most Companies Shouldn’t Be Using Autonomous Coding Agents Yet

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BeehiivAugust 24, 2026

The AI Coding Tool Battle Is Moving Somewhere More Important Than Code

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Built InAugust 24, 2026

How Does Meta’s Muse Code Compare to Other AI Coding Tools?

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LinkedInAugust 20, 2026

The AI Economist: Leading Product Strategy When Build Costs Approach Zero

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Built InAugust 18, 2026

I Used AI to Build My Startup. Here’s What I Learned.

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"Observability without enforcement is governance theater."

Diagnostic insights are irrelevant without a deterministic interception layer. To remediate the risks identified, you must implement Admissibility-Native architecture.