A developer explores the importance of ethical AI and bias detection, emphasizing the need for responsible, fair, and transparent AI systems. The post outlines foundational steps such as understanding…
A developer has created a suite of tabletop role-playing game mechanics tools that use the Model Context Protocol (MCP) to offload dice rolling and damage calculations from large language models, ensu…
A developer argues that a confirm button in coding-agent interfaces is not a security boundary unless approval and execution refer to the same action. The post highlights that symlinks or other indire…
A developer detailed the creation of an AI Engineering Observability Platform for test automation, converting an agentic framework into a system that tracks metrics such as token usage, agent utilizat…
A developer built acp-sandbox, a hosted mock merchant implementing the Agentic Commerce Protocol (ACP) checkout API, to fill the gap in testing AI shopping agents. The sandbox supports the full checko…
A developer at Wagglet argues that issue trackers' 'Done' status conflates four distinct facts: delivery, acceptance, merge, and deploy, which can each be true or false independently. The post emphasi…
A developer argues that the most expensive bottleneck in small companies is a small skill gap at the entrance to a task, which blocks work from being done by capable people. The developer proposes dec…
A developer in his fifties spent a year using AI coding assistants to build an automated trading system and automate a data-entry task, finding that while AI explanations were excellent, results often…
Harun, a 12-year-old solo developer, was banned from SoloLearn after sharing his AI coding mentor KODA in response to beginner questions. He views the ban as a sign his marketing was effective and pla…
Developer Rana Ahmed Hamdy built AI-Workflow, a routing CLI that makes Android boundary checks deterministic for AI coding agents. The tool maps observable facts about a change to required specialist …
A developer built a lightweight intent detector using embeddings to spot actionable messages in a chat, avoiding the cost of calling a large language model on every message. The detector achieves 92% …
An engineer with 18 months of experience building AI agent systems across multiple teams shares hard-won lessons about shipping agents to production, highlighting the gap between benchmark performance…
A developer outlines a workflow for auditing inherited WordPress sites, emphasizing the need to document the initial state, check all plugins, and verify settings like search engine indexing and debug…
Google introduced the Gemini 3.5 and Gemini 3.5 Flash models in mid-May 2026, designed for agentic AI applications with multimodal processing and a one million token input window. The Flash variant ta…
A developer built SummarizeVideoToText, a tool that converts YouTube videos into text workspaces with transcripts, AI summaries, and Q&A panels. The project revealed three unexpected challenges: YouTu…
A developer measured the token overhead of the Model Context Protocol (MCP) and found that loading 255 tools from 50 MCP servers consumes 71,929 tokens per session, compared to just 123 tokens for the…
TypeScript path aliases configured in tsconfig.json only affect type-checking and editor autocomplete, not emitted JavaScript, which retains literal alias imports that crash at runtime without bundler…
A developer describes how using AI tools like Claude in daily work creates friction due to context loss, fragmentation, and the AI's inability to act directly in other applications. The developer argu…
A developer built a personal notes assistant using RAG with Amazon Bedrock and Pinecone, enabling users to upload .txt files and ask questions answered strictly from their notes. The system uses embed…
Cactus Compute released Needle 2, a 14 MB agentic model designed for tool calling, device control, and structured data extraction on edge devices. A developer's hands-on testing revealed several bugs,…