A brand strategist has outlined a technical framework for developers building websites that rank in both traditional search and AI-generated answers, covering SEO, AEO (Answer Engine Optimization), an…
A developer outlines a rigorous A/B testing methodology for comparing AI avatar chat widgets against text-only chatbots, addressing the lack of controlled evidence behind claims that avatars convert b…
EvalPort introduces a grader system with 11 types for LLM evaluation, including exact_match, semantic_similarity, llm_judge, and custom, designed to be framework-agnostic and self-describing. The syst…
A developer reverse-engineered the undocumented USB protocol of the OBSBOT Tiny 2 webcam to build an MCP server that lets AI models point the camera at objects. The developer used Ghidra to locate the…
A developer has been running an AI agent on a Raspberry Pi 5 for three months, achieving zero API fees by running all inference locally. The setup, which includes models like Llama 3.2-3B and Qwen2.5-…
A developer details how the Model Context Protocol (MCP) can connect AI agents to enterprise databases such as PostgreSQL, Redis, and Neo4j, applying microservice principles to decouple agents from da…
Google has renamed NotebookLM as Gemini Notebook, integrating the source-grounded research workspace into the broader Gemini ecosystem. The rebrand, announced on July 16, 2026, will sync notebooks acr…
A new GitHub project called Waste introduces a streaming approach to run massive AI models like the 2.78-trillion-parameter Kimi K3 in low-RAM environments by pulling activated weights directly from N…
A developer spent $4 in AI tokens to avoid buying a $10 HDMI switch by using the DDC/CI protocol to control their LG monitor's input source. They discovered that many LG monitors require an alternate …
Enola, an architectural analysis tool, introduces a typed architectural fact model that separates parsing from extraction to preserve the meaning of relationships in source code. The model treats repo…
A developer evaluated the use of large language models to identify the processor of a bare-metal binary by disassembling it with Ghidra against 177 architectures and prompting local LLMs to analyze th…
Google's Gemini Notebook, formerly NotebookLM, is rolling out in a staged, multi-phase release across subscriber and account groups, with expanded access for Google AI Pro subscribers but no confirmed…
Google DeepMind introduced Gemini Robotics 2 and Gemini Robotics ER 2, a suite of models that decouple physical control from reasoning for general-purpose robots. The architecture splits tasks across …
A new paper from researchers evaluating frontier large language models on tabular prediction finds that LLM accuracy declines as input dimensionality grows, while classical baselines remain stable or …
An engineer's Claude Code orchestration skill burned 1-2 million Opus tokens per task due to stacked multipliers: subagents inherited the expensive Opus model, fresh contexts caused cache-prefix misse…
A developer on tamiz.pro argues that traditional supply chain security tools are inadequate for AI agent workflows, proposing local LLMs and agent eval harnesses as the new defense pillars. The post h…
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…