SystemAudit Blog

Insights on technical due diligence, code quality, AI-generated code, and what it takes to ship production-ready software.

The AI Governance Gap: Why AI Tools Are Now the #1 Audit Risk
Security
April 1, 20267 min read

The AI Governance Gap: Why AI Tools Are Now the #1 Audit Risk

69% of security leaders say AI adoption is outpacing their compliance controls. New research reveals AI has become the top audit risk for 2026—here's what that means for your organization.

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LiteLLM Supply Chain Attack: 97 Million Downloads, 2 Hours of Malware
Security
March 25, 20266 min read

LiteLLM Supply Chain Attack: 97 Million Downloads, 2 Hours of Malware

A Python package used by AI tools everywhere was poisoned for two hours. Here's what happened, how attackers chained compromises together, and what you should do now.

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Code Audit Checklist: What to Review Before Launch or Fundraise
March 21, 202610 min read

Code Audit Checklist: What to Review Before Launch or Fundraise

A practical code audit checklist for startups. Cover security, architecture, dependencies, testing, and documentation before your launch or investor due diligence.

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How Much Does a Code Audit Cost? 2026 Pricing Breakdown
Tech Due Diligence
March 21, 20268 min read

How Much Does a Code Audit Cost? 2026 Pricing Breakdown

Code audit pricing ranges from $0 to $50,000+ depending on scope. Compare consultant rates, automated tools, and DIY options to find the right fit for your startup.

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Is AI-Generated Code Safe? How to Audit Cursor & Copilot Code
AI-Generated Code
March 21, 20268 min read

Is AI-Generated Code Safe? How to Audit Cursor & Copilot Code

AI coding tools like Cursor, Copilot, and Claude ship code fast. But is it secure, maintainable, and scalable? Learn how to evaluate AI-generated code before it becomes technical debt.

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What Do Investors Look For in a Code Audit? The Due Diligence Checklist
Tech Due Diligence
March 21, 20269 min read

What Do Investors Look For in a Code Audit? The Due Diligence Checklist

Preparing for investor due diligence? Here's exactly what VCs and acquirers check in your codebase — and how to prepare before they look.

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What Is Technical Debt? A Guide for Non-Technical Founders
Startup Tech
March 21, 20268 min read

What Is Technical Debt? A Guide for Non-Technical Founders

Technical debt explained in business terms. Learn what it costs, how it accumulates, and when to pay it down. A practical guide for startup founders and CEOs.

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Technical Due Diligence: What Investors Check in Your Code
Tech Due Diligence
March 21, 20268 min read

Technical Due Diligence: What Investors Check in Your Code

Learn what technical due diligence means for founders raising capital. Understand what investors examine, how to prepare your codebase, and avoid deal-killing surprises.

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Find Exposed Secrets in GitHub: Free Scan + Remediation Guide
Security
March 20, 20268 min read

Find Exposed Secrets in GitHub: Free Scan + Remediation Guide

API keys, database credentials, and tokens hiding in your codebase are ticking time bombs. Learn how to scan for exposed secrets before attackers find them first.

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Inherited a Codebase? First Steps for New CTOs & Developers
Startup Tech
March 19, 20269 min read

Inherited a Codebase? First Steps for New CTOs & Developers

New CTO? Acquired a company? Took over from an agency? Here's how to understand an unfamiliar codebase quickly without breaking anything.

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