Field notes from the enterprise trenches and the home lab — AI, .NET, system design, and teaching a house to behave. By Jacques Bronkhorst.https://jcqb.dev/en-ushttps://jcqb.dev/writing/ai-generated-covers/https://jcqb.dev/writing/ai-generated-covers/Brand consistency with AI images isn't a prompting problem — it's a pipeline problem. Here's the one I built in a weekend.Sat, 20 Jun 2026 00:00:00 GMTaihttps://jcqb.dev/writing/skills-vs-mcp/https://jcqb.dev/writing/skills-vs-mcp/45 MCP tools and the parameter fatigue to match — forever tweaking arguments to do something simple. The fix was a skill that read my grudging docs.Wed, 01 Apr 2026 00:00:00 GMTaihttps://jcqb.dev/writing/ship-doubtful-agents/https://jcqb.dev/writing/ship-doubtful-agents/A single agent pass is plausible-but-unverified. The fix isn't more prompting — it's a separate agent whose only job is to refute the first one.Sun, 01 Mar 2026 00:00:00 GMTaihttps://jcqb.dev/writing/your-tests-are-why/https://jcqb.dev/writing/your-tests-are-why/84% of developers use AI tools. 46% don't trust the output. The gap isn't a PR problem — it's a testing problem, and I watched it happen.Wed, 01 Oct 2025 00:00:00 GMTaihttps://jcqb.dev/writing/i-gave-an-llm-root/https://jcqb.dev/writing/i-gave-an-llm-root/I handed a language model root on my gaming PC. It restarted my network to investigate the packet loss it had just caused. Hard lessons followed.Tue, 01 Jul 2025 00:00:00 GMTaiagentslinuxhttps://jcqb.dev/writing/conversation-survive-terminal/https://jcqb.dev/writing/conversation-survive-terminal/Inspiration strikes in your browser; your agent lives in the terminal — here's the handoff schema that bridges the gap.Sun, 01 Jun 2025 00:00:00 GMTai