Practical Workflows
Repeatable patterns for coding agents, specs, tests, Claude Code, Codex, and Ralph-style loops.
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Loop Engineering in Claude Code: Reliable Agent Loops
Learn how Claude Code loop engineering works, when to use goals and loops, and how to keep long-running agents safe and reliable.
Read article →Loop Engineering in Codex: Building Reliable Agent Loops
Learn how loop engineering works in Codex and similar agent tools, including automations, worktrees, skills, connectors, and sub-agents.
Read article →Spec-Driven Development for AI Agents
How SPEC.md, agent context, and MCP tools create safer AI-assisted workflows from build time to runtime diagnostics.
Read article →Test-Driven AI Agent Loops for Reliable Workflows
A practical guide to building, testing, releasing, and observing AI agent loops without treating them like deterministic software.
Read article →What a Ralph Wiggum Loop Is in Autonomous Workflows
A practical explanation of the Ralph loop pattern for single-task autonomous agent workflows.
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