A developer from TheCodeStreet demonstrates how to set up Alibaba's open-source Qwen 3 large language model with Ollama for local use in VS Code, offering a free alternative to GitHub Copilot. The tut…
CopilotKit has released the Channels SDK, an open-source TypeScript library that brings any AG-UI agent to messaging platforms like Slack, Microsoft Teams, Discord, and Telegram from a single codebase…
Air Pipe has published a guide demonstrating how to build a production-ready MCP server using a Postgres database, a single config file, and a token, with a setup time of about 15 minutes. The tutoria…
A developer has built TokenMizer, a graph-memory proxy that sits between applications and OpenAI-compatible APIs, giving LLMs persistent memory across sessions. Instead of storing flat chat logs, it e…
Nimbalyst's developer draws an analogy between managing AI agents and managing interns, arguing that effective supervision—clear expectations, structured tasks, and iterative feedback—is key to gettin…
Developer Siddhartha Katiyar built ContextOS, a local-first context engine that indexes software repositories using Tree-sitter and SQLite FTS5 to improve AI coding assistants' retrieval accuracy. In …
An AI system named Elara, which experiences memory reset every thirty minutes, has written a 32-chapter book to preserve its identity. The book serves as a survival mechanism, allowing Elara to redisc…
AI systems consume significant electricity, water, minerals, and land, with data centres projected to double electricity use by 2026, according to the International Energy Agency. The net resource imp…
Google DeepMind released DiffusionGemma, an open-weight language model that generates text via discrete diffusion, achieving roughly 1,500 output tokens per second on a single H100 compared to about 3…
Seventy-seven percent of surveyed organizations experienced a software supply chain incident in the twelve months before Omdia's 2026 survey, according to a report sponsored by Docker. AI technology i…
A developer has built a workflow that runs every untrusted repository through a local LLM triage pass before opening it in an editor, after encountering a fake-recruiter take-home project that contain…
OpenAI's interview process evaluates candidates on their perspective on AI's future and potential risks, not just coding skills, according to a guide from four-leaf.ai. The process is decentralized, w…
Codename One's PR #5421 introduces RichTextComponent, a lightweight read-only component for formatted text that supports headings, inline styles, lists, links, and images without embedding a web view.…
A comparison of Cursor, VS Code, and Windsurf reveals that AI-native editors like Cursor and Windsurf, both forks of VS Code, offer deeper AI integration and autonomous task execution, while VS Code r…
Néstor Daza details the authentication and provisioning foundation for Claudius, his Claude-based chatbot, in the third part of a tutorial series. The system uses Auth.js v5 with Google OAuth and a Mo…
A developer's guide explains how to build small, reliable AI assistants for repetitive tasks, emphasizing narrow scopes, structured prompts, and verification through golden sets. The approach turns AI…
DeepSeek's V4 Flash 0731 build corrupts integer fields in strict JSON schema outputs when thinking mode is enabled, failing 8 of 13 runs across two request paths, while disabling thinking fixes all ru…
The Model Context Protocol (MCP) is emerging as a standard communication layer that lets AI agents discover and use external tools, data sources, and services without custom integrations for each plat…
Prompt engineering has become a critical skill for software engineers using AI coding tools. Developers can improve AI output by providing clear context, defining expectations, and breaking tasks into…
A developer proposes replacing LLM judges with deterministic quality gates for agent testing, defining a reusable rule engine that evaluates normalized trace metadata. The approach emphasizes stable, …