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AI Agent Development | Oasbit
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AI Agent Development

Articles on AI agents, Multi-Agent Workflows, MCP, and autonomous systems.

6 posts in this category

Should You Build an AI Agent—or Start With a Fixed Workflow?

Should You Build an AI Agent—or Start With a Fixed Workflow?

Use a fixed LLM workflow when the path is known. Build an AI agent when judgment, brittle rules, or unstructured inputs make a hardcoded path fail.

Sep 20, 2026•8 min
How Do You Know If Your First AI Agent Pilot Succeeded?

How Do You Know If Your First AI Agent Pilot Succeeded?

Score your first AI agent pilot on outcomes, tool paths, cost, safety, and business impact—then decide whether to scale, fix the path, or pause.

Sep 13, 2026•8 min
When Should Your AI Agent Require Human Approval Before Taking Action?

When Should Your AI Agent Require Human Approval Before Taking Action?

Use the Action Control Ladder and Approval Gate Scorecard to decide which agent tools can run automatically and which need a human before side effects.

Sep 6, 2026•9 min
Build, Buy, or Partner: How to Source Your First Production AI Agent

Build, Buy, or Partner: How to Source Your First Production AI Agent

Score uniqueness, integrations, data risk, capacity, and urgency to choose whether to buy a platform agent, partner on a custom build, or own it in-house.

Aug 30, 2026•8 min
How to Automate Operations Workflows with Multi-Agent AI Systems

How to Automate Operations Workflows with Multi-Agent AI Systems

See how multi-agent systems automate lead-gen briefs, opportunity pipelines, and agency ad optimization—with tools, handoffs, and guardrails.

Aug 24, 2026•7 min
Chatbot or Production AI Agent: How to Decide What to Build

Chatbot or Production AI Agent: How to Decide What to Build

A scorecard for deciding when a chatbot is enough—or when your workflow needs a production AI agent with tools, memory, and multi-step execution.

Aug 24, 2026•6 min
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