Insights on technical due diligence, code quality, AI-generated code, and what it takes to ship production-ready software.
Rewriting from scratch feels clean but bets the company; refactoring is slower but safer. Here's a founder's framework for deciding which your codebase needs.
Before launching a vibe-coded app: scan for exposed secrets, fix auth gaps, audit dependencies, and map what the AI actually built. Here's the full checklist.
If your round involves technical due diligence — most seed-plus rounds do — auditing your own code first turns surprises into a story you control. Here's how to decide.
A poisoned release of jscrambler, itself a security vendor, ran an infostealer on install. Here's the founder's lesson on what npm packages do to your machine.
An SBOM is an itemized list of every software component your product depends on. Here's why founders, acquirers, and enterprise buyers increasingly demand one.
In late May 2026, attackers used 33 malicious npm packages not to steal — but to map which companies use which internal tools. Here's the founder's risk.
A code audit report can look like a wall of jargon. Here's a section-by-section framework for reading one as a founder — and knowing which findings actually matter.
A breach at vendor Klue exposed Salesforce data at nine-plus companies via stolen OAuth tokens. Here's the founder's lesson on third-party integration risk.
On June 17, 2026, attackers backdoored 140+ Mastra AI-framework npm packages in 88 minutes. Here's the business lesson for founders shipping on AI tooling.
Two-thirds of audited codebases now have license conflicts. Here's how copyleft and AI-generated snippets create legal debt — and how founders should decide what to fix.
A compromised OAuth app at one vendor cascaded into Vercel and exposed customer environment variables. Here's what founders should learn from the 2026 breach.
Most acquisitions that fail do so for avoidable reasons. Here are ten codebase red flags that signal hidden cost and risk before you sign — in business terms.
Worms hit TanStack, Mistral AI, Red Hat and 170+ npm/PyPI packages in May-June 2026. Here's the business risk and a founder's response checklist.
A single endpoint that didn't check credentials let anyone pull ServiceNow customer data. Here's what founders should learn from the June 2026 exposure.
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.
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.
A practical code audit checklist for startups. Cover security, architecture, dependencies, testing, and documentation before your launch or investor due diligence.
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.
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.
Preparing for investor due diligence? Here's exactly what VCs and acquirers check in your codebase — and how to prepare before they look.
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.
Learn what technical due diligence means for founders raising capital. Understand what investors examine, how to prepare your codebase, and avoid deal-killing surprises.
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.
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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