Python's Descriptor Protocol, The Feature Behind Everything You Use Daily
You use descriptors every day. Every time you write @property , every time you call a method, every time you use @staticmethod or @classmethod , you a…
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How to keep FastAPI and Next.js types synced (without leaking your database schema)
Let's talk about the "full-stack boundary." If you're building a modern web app with a Python backend (FastAPI) and a TypeScript frontend (Next.js/Rea…
Building docling-server: a one-command document API for our AI pipeline
Building docling-server: a one-command document API for our AI pipeline This is another one in the series where I walk through my open-source projects…
Realtime transcription: choices and stories for PyCon IT
Why all this interest in realtime transcription It all started with the collaboration with PyCon IT. At PyCon IT 2025 they set up live transcription w…
I added a blocked-row remediation loop to my CSV intake console
If you want the broader project context, I wrote about the overall intake console in the previous post: [From CSV Import Demo to CSV Triage Console] h…
I added a blocked-row remediation loop to my CSV intake console
If you want the broader project context, I wrote about the overall intake console in the previous post: [From CSV Import Demo to CSV Triage Console] h…
Как ИИ написал локальный редактор IPTV-плейлистов на FastAPI + React 19
Заголовок : Как я написал локальный редактор IPTV-плейлистов на FastAPI + React 19 (и почему всё состояние хранится по именам) Хабы : React , FastAPI …
Building a Self-Hosted Bot Management Platform with Docker, FastAPI and React
Managing more than two or three automated scripts in production is where things get messy. You end up with a collection of Python files scattered acro…
Building an AI-Powered Event Feedback System: Gemini 2.5 + FastAPI + Supabase + Automated PDF Reports
After running an event, the feedback collection process is almost always broken. You get a spreadsheet of raw responses, manually tally the ratings, w…
Building a Voice-Controlled AI Agent with FastAPI, Groq Whisper & LLaMA
Introduction What if you could speak a command and have an AI agent create files, write code, or summarize text on your local machine in real time? Th…
Video Platform API with Python FastAPI
Building a Video API from Scratch Every video platform needs an API — whether it serves a frontend SPA, a mobile app, or third-party integrations. At …
Voice Agent Project
Building a Local-First AI Agent: Coding with Your Voice I built a local-first AI agent that turns spoken words into real-time actions on your machine—…