Practical Guide To Python App Hosting
Python has become the default language for data-intensive work, AI applications and internal tooling, creating a new hosting problem that is fundamentally a data architecture question. For apps involv…
Python has become the default language for data-intensive work, AI applications and internal tooling, creating a new hosting problem that is fundamentally a data architecture question. For apps involv…
A developer integrating Specmatic into a natural-language-to-SQL engine called DATABASE-MANAGER found that executable contracts serve as guardrails for AI-generated code. The developer demonstrated th…
A developer built Position Evaluator, a daily diagnostic log that classifies personal decisions into formal chess concepts using Gemini. The tool uses a strict decision order and a Pydantic schema to …
Kunal Jaura released isitsecure, an open-source command-line tool that combines SAST, DAST, and LLM-powered code review into a single security scanner for web applications. The tool supports multiple …
A developer built PitchPassion AI, a web application that uses the Google Gemini API to transform football match narratives into player performance visualizations. The app extracts structured data fro…
A developer built Ritual Radio, a World Cup fan-ritual announcer that uses ElevenLabs and Google Gemini to generate dramatic AI commentary based on user rituals. The app simulates match events and nar…
Telnyx released a Python example that uses its AI Inference API to generate structured changelog JSON from commit messages or git diffs. The Flask app exposes endpoints to generate, list, and retrieve…
Telnyx published a Python example that builds a CDR usage analytics dashboard using Flask and Telnyx AI Inference. The dashboard provides routes for metrics like summary, peak hours, and top routes, a…
Telnyx released a Python example that builds a fax-to-JSON pipeline using Flask and Telnyx AI Inference. The app receives fax events via webhooks, extracts structured data from document text using an …
Telnyx released a Flask app that uses AI Inference, text-to-speech, and cloud storage to automatically narrate audiobooks from raw text, outputting MP3 files with presigned URLs for playback. The pipe…
A developer rebuilt the Chrome extension WordSense into WordSense AI, a zero-latency, context-aware AI reading assistant powered by Meta Llama-3.1-8B-Instant via Groq. The extension uses Manifest V3, …
A solo developer built Mnemo AI, a Life Intelligence Platform that creates a permanent knowledge graph of a user's life journey, in seven days using Flask, Cognee V1, and Groq LLM. The platform featur…
Telnyx launched a Number Lookup API that returns carrier, line type, and portability data for any phone number in a single request, and released a Python Flask example with a 24-hour in-memory cache. …
Ovid, a new extension for the pi coding agent, automatically verifies features by recording terminal and browser videos of e2e tests and attaching them to pull requests. The tool runs on macOS and Lin…
A developer built a Python Flask app that monitors Telnyx phone numbers, analyzes reputation risk using Telnyx AI Inference, and recommends whether to keep, rotate, or retire a number. The app scans u…
Telnyx released a Python Flask app that combines Number Lookup and AI Inference to enrich phone numbers and qualify leads. The app scores lead quality and recommends a follow-up channel (SMS or voice)…
Telnyx demonstrated a web chatbot built with its AI Assistant API, using a Flask server to handle conversations while keeping the API key server-side. The assistant, configured in the Telnyx Portal, a…
A developer built an AI employee system deployable through Telegram that handles customer service, order management, and sales support for small businesses. The system uses Python/Flask for webhooks, …
Telnyx released an AI Customer Churn Predictor that uses its AI Inference API to analyze call and message patterns via Telnyx APIs, predicting churn risk and suggesting interventions. The open-source …
A developer built a hands-free computer interface using a webcam and microphone, combining head tracking with MediaPipe FaceMesh and voice commands. The system enables mouse control via head gestures,…