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Engineering insights on decision operations, Impact Simulation, and business logic management.

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Your If-Else Pricing Logic Will Break. Here's What to Do Before It Does.

Refactoring your pricing if-else block doesn't fix the underlying problem. The structural answer is rules-as-data plus simulation — not better class hierarchies.

May 12, 202612 min readRead
rule-enginecomparisondrools

Drools vs Cloud Rule Engines: Self-Hosted vs Managed in 2026

Drools is the open-source default — but the README doesn't mention what self-hosting actually costs. Here's how Drools, GoRules, DecisionRules.io, Camunda, and LexQ compare in 2026.

April 29, 202610 min readRead
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How to Stop Deploying Code for Every Business Rule Change

Your business logic shouldn't inherit the full weight of your deploy pipeline. Three ways to decouple rules from code — and when each one fails.

April 21, 202610 min readRead
rule-enginebusiness-rulesarchitecture

Hardcoded Rules vs Rule Engine: When to Make the Switch

Your if-else blocks are working fine — until they aren't. Here's how to tell when hardcoded business rules become a liability, and what the migration path looks like.

April 13, 20268 min readRead
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5 Signs Your Team Needs a Rule Engine

Not every team needs a rule engine. But if you recognize these patterns, you're probably overdue for one.

April 5, 20265 min readRead
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Managing Business Rules with AI Agents: What MCP Changes

AI agents can now create, test, and deploy business rules autonomously. Here's how the Model Context Protocol(MCP) makes it possible — and why it matters for engineering teams.

April 4, 20266 min readRead
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GoRules vs Nected vs LexQ: Choosing the Right Rule Engine in 2026

A practical comparison of three modern rule engines — architecture, simulation, pricing, and AI integration. No fluff, just what matters for your decision.

April 3, 20268 min readRead
rule-enginesimulationbusiness-rules

Why I Built a Rule Engine with Built-in Simulation

Every rule change is a leap of faith. I spent 6 years watching teams deploy blind — so I built a rule engine where you can see the impact before it hits production.

April 2, 20265 min readRead