Building AI Agents That Actually Work: From Automation to Au...

Building AI Agents That Actually Work: From Automation to Autonomy I’ve been deep in the weeds building AI-powered automations and autonomous agents that go beyond simple prompts.

My current focus:

Designing task-oriented AI agents that can reason, plan, and take action Automating real workflows (ops, research, content, internal tools) with LLMs + APIs Turning messy, manual processes into reliable, scalable systems Exploring multi-agent setups, tool calling, memory, and guardrails The goal isn’t “AI for demos” — it’s production-ready AI systems that save time and unlock leverage.

If you’re thinking about:

AI agents for your product or internal team Replacing repetitive workflows with automation Shipping AI features that users actually trust Happy to share learnings, patterns, and pitfalls I’m seeing as this space moves fast 🚀