Blog

Thinking in Cycles

Research, engineering insights, and product updates from the LogicCycle AI team.

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ResearchApr 18, 2026

Why Self-Correcting Loops Outperform Single-Pass Inference

We benchmarked iterative reasoning against single-pass prompting across 12 enterprise tasks. The results weren't even close.

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EngineeringApr 10, 2026

Building the Cycle Orchestrator: A Visual Logic Editor for AI Agents

How we designed a drag-and-drop interface that lets non-engineers define complex reasoning workflows.

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GovernanceMar 28, 2026

Deterministic AI: How We Enforce Business Rules in Stochastic Models

Enterprise AI needs predictability. Here's how LogicCycle enforces deterministic outputs without sacrificing flexibility.

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ProductMar 15, 2026

Introducing Logic Engine v2: Tree-of-Thought Reasoning

Our latest engine release adds branching exploration for ambiguous problems, with automatic pruning of low-confidence paths.

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Case StudyFeb 22, 2026

How a Fortune 500 Bank Automated Contract Review with LogicCycle

From 3 days of manual review to 4 minutes of automated reasoning. A deep dive into the implementation.

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TutorialFeb 8, 2026

Getting Started with RAG-Grounded Reasoning in Python

A step-by-step tutorial for building your first context-grounded reasoning agent using the LogicCycle Python SDK.

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