What Is a Foundation Model?
Foundation models explained for developers. How base AI models are adapted for coding tools and their impact on code security.
What Is an Embedding?
Embeddings explained for developers. How vector representations power AI applications and security considerations for embedding pipelines.
What Is an LLM (Large Language Model)?
LLMs explained for developers. How large language models power AI coding tools and the security implications for generated code.
They Copied My AI Product in a Day. They Still Can't Outrank Me.
When anyone can copy your AI product in a day, the only moat left is whether customers can find you first.
I Can't Go Back to Waiting for PR Reviews
Waiting for code reviews, waiting for backend features, waiting for approvals. The corporate development workflow feels unbearable now.
Nobody Knows How to Build Software Right Now. That's Why You Should Start.
The rules are being rewritten weekly. Enterprises are as clueless as teenagers. The playing field hasn’t been this level in decades.
Your Best Engineers Are About to Leave. Claude Code Is Why.
Claude Code plus Opus turns your top 1% into solo founders. The other 99% will coast. Your company is caught in the middle.
The AI Wrapper Margin Trap: Why Your SaaS Math Doesn't Add Up
Burning $250K/month on API calls while charging $24/month sounds like a unicorn story. It's actually a slow-motion train wreck. Here's why AI wrapper companies are bleeding out on unit economics.
GEO vs SEO: Why ChatGPT Won't Remember Your Content (And How to Fix It)
Traditional SEO gets you indexed by Google. GEO gets you cited by ChatGPT and Claude. Here’s the difference and the 905-line analyzer that …
![Vibe Testing: The Next Step in Software QA [2026]](/images/proud-aurora-6763.jpg)
Vibe Testing: The Next Step in Software QA [2026]
AI-augmented, intuition-driven testing that evaluates how software feels to users, not just whether it meets specifications.
GitHub and Microsoft Use AI To Fix Security Debt Crisis
Microsoft Defender for Cloud and GitHub Advanced Security integration uses AI and runtime intelligence to prioritize and fix vulnerabilities, cutting …
Vibe Coding Security Checks of VibeEval
Comprehensive, component-aware security verification tailored for AI-generated code using the S.E.C.U.R.E. framework.