AI
Optimizing Content for AI Search Citations
A study of 60 Perplexity AI responses indicates that search-based models prefer citing paragraphs between 30 and 80 words long.
October 14, 2026, 08:28 PM·Хабр
#python
AI
Lessons from implementing OpenClaw agents in business workflows
A developer shares practical insights on using OpenClaw agents, demonstrating why standard code often outperforms LLMs in tasks requiring high reliability and state consistency.
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Hardware
Algorithm Judge: A Local Tool for Automated Code Grading
A university instructor has developed Algorithm Judge, a local desktop application for automated grading of Python and R programming assignments.
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AI
Impact of Prompt Additions on AI Coding Agents
A study of seven common prompt engineering techniques reveals that role-playing and emotional appeals can negatively impact a coding agent's search accuracy and increase costs.
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AI
Testing NLI Models for Meeting Protocol Management
The developer of the Charoit assistant evaluated the NLI model for managing meeting protocols, finding it effective for deduplication but unreliable for identifying contradictions and topic merging.
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Hardware
New Features for Raspberry Pi 5 Robot
The developer of a Raspberry Pi 5-based robot has introduced new features, including image previewing, document printing, and local profile management via an SQLite database.
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AI
Building an AI-Powered Content Factory in Telegram
A developer has built an automated content factory using AI agents in Telegram to manage posts across six platforms, processing thousands of news items with minimal manual intervention.
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AI
Automating TenChat Posts With Python and Playwright
A developer created a custom Python automation tool using Playwright to bypass the lack of a public API for publishing content to the TenChat platform.
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AI
Building a Custom AI Text Detector with Python
A developer created a Python-based tool to identify unedited AI-generated text by combining automated pattern recognition with manual editorial standards.
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AI
Python 3.15.0 Arrives With JIT Enhancements and New Profiling Tools
Python 3.15.0 has been released with a major JIT compiler upgrade, new profiling tools, and improved support for free-threaded builds.
IT之家
AI
Developer creates AI-based fuel monitoring tool
A product manager developed a custom fuel monitoring tool using AI to track gasoline availability and avoid queues at gas stations.
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AI
Fire Monitor: A GeoAI Agent for Automated Wildfire Response
The Fire Monitor system uses a GeoAI agent to automate wildfire detection and emergency response logistics by integrating satellite data with advanced GIS analysis.
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Hardware
GIS Panorama 15.6.0 Adds Tree-Like Data Structures and AI Tools
KB Panorama has updated its GIS software to version 15.6.0, introducing tree-like attribute structures, expanded Python automation, and AI-powered cadastral document verification.
CNews.ru
AI
Python Library for Russian Number Normalization in Voice Agents
A new 155-line Python library normalizes Russian numbers for voice agents to ensure consistent and accurate speech synthesis.
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AI
Automated Voice Booking System for Beauty Salons
Developers have created an automated voice booking system for beauty salons using Python, Flask, and Google Calendar API to manage appointments without staff involvement.
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Hardware
Multitenant Bridge Connects MAX Messenger to Telegram
A new open-source bridge allows multiple users to link their MAX messenger accounts to a single Telegram bot for unified communication.
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AI
Optimacros Releases Python SDK Source Code for AI Integration
Optimacros has made its Python SDK source code public to streamline platform integration and support the development of AI-driven business solutions.
CNews.ru
Hardware
Building an AI-Powered Companion Robot on Raspberry Pi 5
A developer created an interactive AI robot for his daughter using a Raspberry Pi 5, featuring local speech processing, facial tracking, and custom character animation.
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Money
FARA CRM Launches Browser-Based DOCX Reporting and PDF Generation
FARA CRM has introduced a new reporting module that utilizes DOCX templates, a browser-based editor, and automated PDF generation via LibreOffice or a custom Python engine.
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AI
PDF Desk: A Local Search Tool for PDF Documents
PDF Desk is a new open-source tool that enables local PDF searching via PageIndex and Streamlit, allowing users to verify AI answers by navigating directly to source pages.
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