Blog
Notes on application security, AI-generated code, supply-chain risk, and how Stateward catches what diff-only scanners miss.
- ·13 min
Vibe coding security: what to check before you ship
AI coding agents ship insecure code by default - and the senior review, the tech-lead gate, and the security team that used to catch it are gone. A condensed security checklist for vibe coders, built from 500+ real breaches in our threat feed: the dos, the don'ts, and the exact mistakes to stop shipping.
vibe-codingai-codeappsecsecuritysecrets - ·17 min
What to look for when securing Solidity code
A meta-analysis of 78 real Web3 exploits from our threat feed, cross-referenced with the standard guides (SWC Registry, OWASP Smart Contract Top 10, ConsenSys, OpenZeppelin), distilled into one checklist of what to actually check, the hacks that prove it, and where the money really leaks.
web3soliditysmart-contract-securitydefi - ·2 min
Why diff-only scanners miss merge-induced vulnerabilities
Two branches can each be safe on their own, and still create a vulnerability the moment you merge them. Here is why per-PR scanners are blind to it, and how Stateward reasons over the merged state instead.
appseccode-reviewsupply-chain