Subtitle: How to give Claude, Cursor, and Ollama a crystal-clear map of your codebase using AST analysis, 100% locally and privately.
Introduction :
We’ve all been there: you open up an AI coding agent like Claude or a local Ollama instance, drop in a code file, and ask for a refactor. The LLM hallucinates a dependency that doesn’t...
A scraper can succeed and still give you bad data.
A website can change its HTML, a selector can stop matching, or a scraper can return a partial record without throwing an obvious error. Your scraper may still report success while your application quietly stores in...
I've been using the excellent PugSQL library for some years now. It's very easy to use: just annotate your SQL queries in a text-file with a name, result-type and parameters; then load the sql file with a PugSQL module and you can run queries by calling a method with the name of the query. The calling in Python is handled by the _...
The CBN has opened Regulatory Sandbox Cohort 2 to unlicensed Nigerian fintech startups for the first time. Here is the technical breakdown of what this means for Nigerian builders.
const sandbox An agent eval suite's outcome can only be trustworthy if it's operating in an environment similar to production. You can have the best grading logic in the world, but if the agent is calling mocked databases and fake APIs, you're not testing how it behaves in the real world, you're testing how it behaves in the mocks you built. That gap is what we dug into on September 15, when we sat down with...