Pro
Johnny Ha
Senior Full-Stack Engineer | Web Development | AI Automation
New to Contra
Johnny is ready for their next project!
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 🚀
21
122
AI Operations Agent for E-Commerce & Internal Teams
0
7
AI Automation Workflow & Orchestration
0
9
Mobile Device Promotional Website
0
13
PostgreSQL Database Architecture & Performance Tuning
0
14
Modern SaaS Style - RAW Firm Platform Development
0
14
Real-Time Trading Platform Solution
0
15