Notes on AI, data science, full stack development, and embedded systems.https://jonattan.in/en-ushttps://jonattan.in/blog/intelligence-supercycle-july-2026/https://jonattan.in/blog/intelligence-supercycle-july-2026/We analyzed raw global search volume for July 2026. While the world searches for Artificial Super Intelligence, students are quietly panicking about Computer Science degrees.Thu, 23 Jul 2026 00:00:00 GMThttps://jonattan.in/blog/ai-code-provenance/https://jonattan.in/blog/ai-code-provenance/AI agents now write most of the diff, and auditors are starting to ask which commits were human. A practical guide to tracking AI-generated code in git: commit trailers, session logs, and provenance tools, before August 2026 makes it urgent.Thu, 23 Jul 2026 00:00:00 GMThttps://jonattan.in/blog/context-engineering/https://jonattan.in/blog/context-engineering/Why context engineering has replaced prompt engineering as the core skill for working with AI coding agents, RAG pipelines, and LLMs in 2026.Sun, 19 Jul 2026 00:00:00 GMThttps://jonattan.in/blog/agentic-ai-it-operations/https://jonattan.in/blog/agentic-ai-it-operations/Agentic AI, AIOps, and MCP are turning IT operations from reactive ticket queues into self-healing systems. What that shift actually looks like from inside the queue.Sun, 12 Jul 2026 00:00:00 GMThttps://jonattan.in/blog/ai-engine/https://jonattan.in/blog/ai-engine/A deep dive into AI-Engine, a drag-and-drop NLP tool I built as an Electron desktop app 6 years ago.Fri, 19 Jun 2026 00:00:00 GMT