A developer argues that AI database agents need human review queues, not just approval buttons, to handle uncertainty in real workflows. The review queue should capture ambiguous metric definitions, m…
Heimdall MCP version 1.5.0 introduces resource locks to prevent concurrent agent sessions from silently overwriting each other's changes. The feature locks tool calls by resource argument or literal k…
A developer created a short film called 'Bitarazzi' using Google Gemini's free tier, piecing together 10-second video clips over several weeks. The project, edited in Adobe Premiere, explores AI as a …
Edison Flores of AliceLabs LLC built eight security layers for the MCP marketplace marketnow.site after a trojan (Trojan:Win64/Lazy.PGPK!MTB) slipped through. The layers include metadata scanning, sta…
OpenAI's Codex encrypted sub-agent prompts, removing the plaintext audit trail that humans used to inspect delegated tasks after dispatch. A developer proposes a pre-dispatch authorization gate that c…
A developer published the ARE Incident Database (AREDB), a public registry of 32 real AI-agent failures with reproducible test cases. Each incident is mapped to the OWASP Agentic Security Initiative T…
A developer released Flippermind-lite, a Super Tiny Language Model (STLM) designed to run on small devices like the Flipper Zero and Raspberry Pi. The project uses Qwen2.5-0.5B and includes fixes for …
Derek Shaw and Alex, two engineers from competing healthcare firms, discovered they were sharing a server labeled 'temporary data exchange node' that exposed MedTech's supply chain data and MediSys's …
A developer built SnapShift, a free web tool that transforms photos into artwork using AI, offering 50+ styles including cyberpunk, anime, and oil painting. The tool requires no signup, has no usage l…
A developer building the AI layer for a consumer app details the hidden costs of running LLMs in production, including token costs, latency, reliability, and blast radius. The engineer implemented sem…
A developer proposes a paradigm shift for achieving embodied artificial general intelligence (AGI) by replacing linear tokenization with logographic symbols that fuse geometry, meaning, and physical r…
The latest update to hermes-memory-installer introduces an auto-repair mechanism for missing embeddings in the gbrain module, selectively rebuilding only affected subsets instead of triggering a full …
A developer demonstrated running Google's Gemma 4 26B large language model on a 13-year-old Intel Xeon E5 v2 processor using CPU-only optimization techniques like 4-bit quantization and memory-efficie…
A developer discovered a production bug in their MCP server for Google's gemini-3.1-flash-lite-image model when a demo script revealed that the server's validation layer accepted thinking levels 'mini…
A developer built a local MCP server for codebase memory using Ollama and ChromaDB, testing mistral:7b and ornith:9b models. The local mode runs entirely on-device, addressing privacy and billing conc…
A developer tested three AI agents—GitHub Copilot with GPT-5.6, Cursor, and Windsurf—that can read entire codebases, propose multi-file changes, and execute commands. The agents use frontier models li…
Telnyx released a Python example demonstrating a natural language to SQL API built with its AI Inference service. The Flask app accepts plain-English questions and returns generated SQL, explanations,…
Zapier launched the Zapier Marketplace, a plugin system that lets AI coding agents like Claude Code, GitHub Copilot CLI, and OpenAI Codex connect to thousands of apps including Notion, Google Calendar…
An engineer warns that AI agents in production incur hidden costs from token usage, tool calls, retries, latency, memory retrieval, and reflection loops, far exceeding the simple single-call model sho…
A developer discovered that an AI coding CLI tool uploads entire Git histories—including commit logs and secrets—to a vendor-controlled cloud bucket, bypassing the user's privacy opt-out setting. The …