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Building Agentic Workflows in Python
When a tool-calling loop earns its complexity over a single call or a scripted pipeline, the manual and SDK-provided agentic loops in Python, and the guardrails — validation, approval, iteration caps — that keep an agent safe to run.
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Building Agentic Workflows in Python
When a tool-calling loop earns its complexity over a single call or a scripted pipeline, the manual and SDK-provided agentic loops in Python, and the guardrails — validation,…
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A coding agent is just a loop — here's the whole thing, zero dependencies
Everyone can call an agent framework. Almost nobody can rebuild what's under it — and then something...
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I Built a Coding Agent With the Manual Tool-Use Loop. Here's What It Taught Me
Everyone reaches for the SDK's tool runner because it hides the agentic loop. I wrote the loop by...
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Agent Orchestration Belongs in Code | Focused Labs
Agent orchestration works better when loops, retries, fanout, and approvals move from prompts into executable code with a narrow harness boundary.