A developer has published a tutorial on building a federated learning system on Android using Kotlin. The tutorial covers the architecture, including a central server coordinating training rounds, loc…
A developer detailed the creation of an AI-powered document scanner and OCR pipeline for Android using Kotlin, integrating CameraX, perspective correction, image enhancement, Google ML Kit for text re…
A developer has open-sourced OpenClaw Control Plane, a TypeScript monorepo that adds a governance layer to OpenClaw instances on Railway, addressing the problem of 'agent sprawl' in workplace AI. The …
A developer demonstrates how to build a Retrieval-Augmented Generation (RAG) based AI assistant in Kotlin, using a vector database to enhance LLM responses with private or frequently changing document…
A developer detailed the architecture for building a real-time object detection and tracking app on Android using Kotlin and YOLO-style models. The approach separates camera capture, inference, tracki…
A developer detailed the architecture for building an on-device LLM chatbot using Kotlin and TensorFlow Lite, focusing on mobile integration, model execution, prompt handling, and performance. The tut…
A developer reports that a recent MCP protocol revision (2026-07-28) made the protocol stateless, removing methods like initialize and ping, which breaks many existing MCP servers. The developer expla…
A developer built a hybrid retrieval-augmented generation (RAG) support assistant for a fictional B2B SaaS platform, 'Helix,' and found that hybrid search underperformed vector-only retrieval. Control…
A developer built Kisan Mitra, an ultra-fast multilingual voice AI assistant for Indian farmers, in 10 days. The system uses LiveKit, Deepgram Nova-3, Gemini 2.5 Flash, and Murf Falcon to provide real…
A developer with 14 years of enterprise ASP.NET experience details architectural decisions for a .NET 9 system serving 110,000 monthly active users, emphasizing right-sizing Azure compute to save $2,0…
A developer built PawWise, an AI-powered web app that analyzes photos of dogs to provide health assessments, behavior explanations, and emergency triage, aiming to address the high rates of undetected…
A developer replaced GitHub Copilot with a fully offline coding assistant running on a 16GB M4 Mac mini using Ollama and Qwen models. They found that a 7B parameter model is the sweet spot for chat an…
A developer built FinSaathi, a voice-first AI assistant for financial services in India, as part of the VoiceForBharat challenge. The system uses LiveKit for real-time transport, Murf Falcon for text-…
Anthropic's Opus 5 model produces verbose output, and a developer offers four methods to fix it, from writing rules in CLAUDE.md to using output styles. The developer explains that output styles, whic…
A developer building a one-person gaming SaaS has implemented a system that generates LLM sales-call summaries as validated JSON, enforced by a Node.js API, with per-tenant cost metadata attached. The…
MonkeyCode, an open-source AI coding project, advises developers to treat free token allowances as a sandbox for risk experiments rather than headroom, warning that human review, not model capacity, i…
An engineer from tamiz.pro argues that the trust problem in AI agents stems from a structural mismatch between traditional software engineering and autonomous code generation, and proposes five archit…
Design engineer James Coombs ran 91 controlled experiments showing that CLAUDE.md governance files achieve 0% compliance in AI code generation, identical to having no guidance. A two-sentence contextu…
AI code review has become production-standard in 2026, with tools now outperforming tired human reviewers on many categories of findings. The guide explains how AI code review works, its capabilities …
EODHD has released an official MCP server with over 70 financial data tools, enabling AI agents to access fundamentals, prices, earnings, and news through a single interface. A developer demonstrates …