Defense in Depth Before an AI Agent Publishes to the Open Web

A full technical walkthrough of automating LLM agent error classification using n8n — webhook ingestion, dedup fingerprinting, Gemini structured output, fix playbook routing, and Slack reporting. Free workflow JSON included.

Every vector database tutorial opens with pip install pinecone and skips the part where you...

Your MCP server's tool schema is the entire interface a model has. No README, no repo, no idea what...

Skybridge v2 adopts the MCP 2026-07-28 revision, replaces the single McpServer with a per-request factory, and ships @skybridge/test so you can assert that a model actually reaches your tools.

Not "AI-assisted." Not "copilot suggestions I edited." I mean I made a rule: for 30 days, I don't...

A page that had already passed five machine gates and a human's signature turned out to cite a source URL that never renders the number it was cited for, because every check compared the fact-check sheet against itself instead of against t…

Ran Qwen 3.8 27B 4-bit quantization benchmarks on RTX 4090 and M-series Mac for local AI agents. Don't fall for 1-bit — here's why.

Six months ago, Aiden was much closer to a hardware experiment than an Agent platform. The first...

I fine-tuned a small language model to sort messages into safe or unsafe, the kind of check a...

Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI...