4d ago · 2 min read · Got a bug report: renaming a project returns 405 Method Not Allowed on a self-built dashboard. The cause was simple, but it's a classic gotcha when maintaining SPAs long-term. Symptoms Inline-editing a project name triggers POST /api/simple-tasks/ren...
Join discussion5d ago · 3 min read · How We Built Dashboard Lite for miniPC Bundles (Flask, Zero Dependencies) Background TechsFree runs an internal management dashboard — let's call it FullDash. Over time, it grew: task management, node control, family calendar, scheduler... The Flask ...
Join discussionMar 8 · 8 min read · Three weeks ago I needed to pick a framework for a client project — a B2B analytics API with roughly 200 daily active users, a team of three backend engineers including me, and a hard requirement to expose several LLM inference endpoints. I've shippe...
Join discussionFeb 12 · 11 min read · Why Traditional Framework Comparisons Fall Short Most Django vs Flask comparisons written before 2024 focus on superficial differences: "Django is batteries-included, Flask is minimalist." These characterizations miss critical nuances that matter for...
Join discussionFeb 2 · 5 min read · Up to now, we’ve spent time thinking instead of typing. We talked about: who the users are what the system stores how users and events are connected That work wasn’t theoretical.It was preparation. Because now, when we open a code editor, we’re ...
Join discussionJan 29 · 2 min read · Introduction Most real-world AI systems start with data pipelines, not models. Raw data must be ingested, cleaned, transformed, and analyzed before any AI can generate meaningful insights. In this article, I’ll show how to build a simple AI Data Pipe...
Join discussionJan 28 · 3 min read · Introduction Sales teams deal with large volumes of data but often struggle to extract meaningful insights quickly. Dashboards provide metrics, but they don’t explain why trends happen or what actions to take next. In this article, I’ll show how to b...
Join discussionJan 28 · 2 min read · Introduction Job descriptions often contain large blocks of unstructured text. Recruiters and candidates manually scan them to identify required skills, experience levels, and role expectations. This process is time-consuming and inconsistent. In thi...
Join discussionJan 23 · 1 min read · Using the Flask-Migrate extension you can create database migrations for your application. Flask application’s typically auto-create db tables on start So running flask db upgrade you’ll get: INFO [alembic.env] No changes in schema detected. To cr...
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