Prompt injection attacks exploit the inability of large language models to distinguish between data and instructions, posing a serious security risk for AI agents that process external content. Resear…
Parallel Routes in Next.js App Router allow rendering multiple pages simultaneously within the same layout, enabling independently navigable sections like a dashboard with a sidebar and main content. …
A developer built voku/agent-loop, a governed workflow for coding agents that distinguishes between temporary context, evidence, proposed learning, and approved project guidance. The system requires e…
A developer built LightBar For Keyboard, a free Windows application using C# and WPF that creates a reflective light bar at the bottom of the screen to illuminate keys without extra hardware. The tool…
Inkling, a decoder-only mixture-of-experts model with 1 trillion total parameters and 40 billion active per token, launched on Together Serverless, supporting native multimodal I/O and a reasoning_eff…
A developer who tried Cursor, Copilot, and Windsurf deleted them all in favor of MonkeyCode, an open-source AI coding platform that runs locally and never sends code to the cloud. The developer report…
A developer at nlqdb describes how their acceptance test walkers, which assert exact UI strings, broke after a homepage redesign, copy edit, and MCP catalog update. The tests correctly flagged the cha…
A developer explains that multi-agent orchestration becomes necessary when a task naturally decomposes into sub-tasks requiring different context, tools, or roles. The post covers production patterns …
A Venezuelan programmer in Buenos Aires built Desaparecidos Terremoto Venezuela, a facial-recognition missing-person site, in three hours using Claude Opus—an 8× speedup over the estimated 24 hours wi…
A developer designing AI voice agents for electricians emphasizes that the hard part is not making them talk but making them behave like a reliable front desk. The workflow uses a separate policy laye…
Wi-Fi signals can be used with AI to detect movement, presence, and activities like walking or falling without cameras. The technology analyzes how radio waves change when people move, offering privac…
Inithouse, a studio with 14+ live products, built Watching Agents, a tool that deploys AI agents to track real product questions with live probability and confidence scores. The agents persistently mo…
GitHub announced enterprise-managed OpenTelemetry export for Copilot activity from VS Code and Copilot CLI on July 8, 2026. The company recommends isolating the collector pool, applying field policies…
A developer outlines a practical checklist to make websites visible to AI search systems like ChatGPT, Perplexity, and Gemini. The guide covers three key fixes: unblocking AI crawlers in robots.txt, i…
A developer engineering the Dart package json_shield detailed how to optimize code for AI assistants, focusing on four artifacts—README, example directory, doc comments, and pubspec description—that L…
Novadyne launched Attestify, a free API that issues verifiable completion certificates with Ed25519-signed public verification pages, enabling any course or training program to issue tamper-evident cr…
Inithouse, a studio shipping AI-powered products, built Watching Agents to monitor future-oriented questions that traditional dashboards cannot answer. The tool lets users deploy AI agents that build …
Laravel 13 shipped in March 2026 with first-party AI primitives, but deploying AI workloads on a Laravel VPS requires rethinking server configurations. A developer warns that LLM calls break default s…
A developer created agent-gate, an open-source Python library that adds a deterministic policy gate between an AI agent's decisions and real-world actions. The gate issues single-use tokens only after…
A developer upgraded a Laravel AI chatbot to stream responses using Server-Sent Events (SSE), eliminating the 5-second spinner delay. By yielding tokens as they arrive from OpenAI's API, the same answ…