Anil Gunjal ANIL.GUNJAL/AI
§ Thinking · Essays & field notes

Notes from the workshop.

Long-form pieces written while building, not after the fact. New essay every two or three weeks.

Latest
April 28, 2026 · 4 min read

I Killed My Multi-Agent System. Here's What I Actually Use Now.

built a multi-agent operating system from scratch. Six specialized agents. Cron jobs. A Discord bot named after Opus. Memory layers. Routing logic. The whole stack. I called it Nexus. And I shut it down. Not because it was broken. Because

Read →
April 27, 2026 · 4 min read

Don't Lock Into One LLM — Use Each for a Different Purpose

Everyone's obsessed with picking the "best" AI model. The one model to rule them all. Spoiler: it doesn't exist. And the more you try to find it, the more you handicap yourself. The winning

Read →
April 27, 2026 · 3 min read

What I Learned About OpenClaw

You build with something long enough, you stop seeing it as a product and start seeing it as a collaborator. OpenClaw did that for me. Two months in, it surprised me. Frustrated me. Changed how I think about AI orchestration.

Read →
April 27, 2026 · 4 min read

Learn AI by Building the System, Not Just Providing the Outputs

I get asked all the time: "How do I learn AI?" The answer everybody gives is wrong. "Use ChatGPT. Prompt it. Get outputs. Repeat." That's not learning AI. That's using AI. They&

Read →
April 27, 2026 · 4 min read

MCP Servers: The New USB for AI

Twenty years ago, every device had proprietary connectors. Your camera had one. Your phone had another. Your printer had yet another. Then USB came along and said: we're done with this. The Model Context Protocol is doing the

Read →
April 27, 2026 · 3 min read

Is OpenClaw Ready for the Enterprise?

I've spent the last two months running OpenClaw against real enterprise problems. Not proof-of-concept stuff. Actual workflows where people depend on the output. So here's the unfiltered truth: it's close, but not quite there

Read →

Get the next essay in your inbox.

Notes from building agentic systems. One essay every two or three weeks. No filler.

Powered by Ghost · Unsubscribe in one click.