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Task Machine (formerly Iteration Layer) vs Logic

A side-by-side comparison of pricing, ratings, features, pros and cons.

Logic
LogicLogicFreemium
DescriptionAI workflow platform automating recurring tasks like follow-ups and reports with human-in-the-loop approval gates.Spec-driven platform that deploys AI agents from plain-English descriptions into production-ready REST APIs.
Category
DeveloperTask MachineLogic
Verified StatusNoNo
Last UpdatedAug 2026Aug 2026
Pricing ModelFreemiumFreemium
Free PlanNoNo
Free TrialNoNo
Open SourceNoNo
API AccessNoNo
Features
β€’ Controlled workflows with approval gates and retries
β€’ Inbox-first approval/blocker management
β€’ Multi-agent support (Codex, Claude Code, Opencode, Pi)
β€’ Full audit trail of decisions and costs
β€’ Spend controls with limits and schedules
β€’ Configurable human-in-the-loop verification
β€’ Plain-English agent specification
β€’ Auto-generated typed REST APIs in 60 seconds
β€’ Built-in test harnesses and regression catching
β€’ Git-like versioning with approval workflows
β€’ Intelligent multi-provider model routing
β€’ SOC 2 Type II and HIPAA certified
Tags
AI workflow automationAI agentshuman-in-the-looprecurring tasks
AI agentsno-codespec-driven developmentAPI generation
Platformsβ€”
API
Mobile Appsβ€”No
Review Count00
Saves00
Views44
Quality Score49/10049/100
Website StatusOnlineOnline
Websiteiterationlayer.comlogic.inc
Social Linksβ€”2 linked
ScreenshotsNoNo
Pros
β€’ Free to use
β€’ Free to use

Who Should Choose Each Tool?

Choose Task Machine (formerly Iteration Layer) if:

  • Free to use

Choose Logic if:

  • Free to use

Frequently Asked Questions

Both tools are closely matched on rating β€” the better fit depends on your specific needs. See the full feature and pricing comparison above.

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