KAKayode Adeniyiinfreecodecamp.org·3d ago · 42 min readHow to Govern AI-Generated Infrastructure with Policy as Code and OPA [Full Handbook]Modern models generate syntactically correct code nearly 100% of the time. Veracode's 2026 report puts it plainly: "Syntax is effectively solved." That reads like a milestone, but it's the reason you 00
KAKayode Adeniyiinfreecodecamp.org·Sep 19 · 36 min readHow to Detect Hidden Target Leakage in Public Datasets with Python and a Dependency GraphSome time ago, I gave a machine learning model five columns from a public CDC dataset and asked it to predict a sixth column from the same file. The model scored an R² of 0.998, which is about as clos32LM
KAKayode Adeniyiinfreecodecamp.org·Aug 17 · 27 min readHow to Manage Context Files in Your Codebase and Get Better Output From AI Coding AgentsYou ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint. Then you read the diff, and you find that it pulled in a validation library that's not in your package.10
KAKayode Adeniyiinfreecodecamp.org·Jan 24, 2025 · 11 min readHow to Use Granular Segmentation with Feature FlagsThese days, SaaS has become an integral part of running many businesses. So rolling out new features that resonate with the user base is key to a business’s growth. Imagine a feature that promises to enhance user experience but that ends up resonatin...00
KAKayode Adeniyiinfreecodecamp.org·Apr 22, 2024 · 12 min readHow Feature Flags and Role-Based Access Control Can Help Secure Your DevOps ProcessThese days, software is being developed and deployed at a very rapid pace. It makes it easy to understand how the saying “move fast and break things” became commonplace. In an era where agile development is the go-to practice for quick feature relea...00
