feat(library): How AI Agents Make Decisions (vs. Rule-Based Systems)

[icecrasher321]

Summary

• Adds the How AI Agents Make Decisions (vs. Rule-Based Systems)

Type of Change

• New content

Testing

Validated frontmatter/author against the Zod schema and MDX compile (remark-gfm) locally. Tested manually.

Checklist

• Code follows project style guidelines
• Self-reviewed my changes
• Tests added/updated and passing
• No new warnings introduced
• I confirm that I have read and agree to the terms outlined in the Contributor License Agreement (CLA)

[icecrasher321]

@cubic review

[icecrasher321]

@greptile

[vercel]

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1 Skipped Deployment

Project	Deployment	Actions	Updated
docs	Skipped		Sep 8, 2026 12:53pm UTC

[cubic-dev-ai]

@cubic review

@icecrasher321 I have started the AI code review. It will take a few minutes to complete.

[greptile-apps]

Greptile Summary

Adds a new library article comparing AI-agent decision-making with rule-based systems and RPA.

• Explains reasoning loops, tool calling, guardrails, evaluation, and human approval.
• Adds a dedicated cover image.
• Clarifies that paused Human in the Loop workflows resume through the Sim portal or authenticated REST API.

Confidence Score: 5/5

The PR appears safe to merge, with the previous documentation issue fully resolved and no new actionable findings.

The latest changes remove webhook approval and resume claims from both affected passages, leaving the supported portal and authenticated REST API paths. No outstanding findings remain.

Important Files Changed

Filename	Overview
apps/sim/content/library/how-ai-agents-make-decisions-vs-rule-based-systems/index.mdx	Adds the article and fully addresses the previous webhook-approval finding by documenting portal or REST API approval paths.
apps/sim/public/library/how-ai-agents-make-decisions-vs-rule-based-systems/cover.jpg	Adds the cover image referenced by the article frontmatter.

_{Reviews (2): Last reviewed commit: "Pi Babysit: address PR #7591 feedback" | Re-trigger Greptile}

[icecrasher321]

@cubic review

[icecrasher321]

@greptile

[cubic-dev-ai]

@cubic review

@icecrasher321 I have started the AI code review. It will take a few minutes to complete.