Sristi Shree·Aug 25When “Just Add Another Rule” Stops Working: From Rule-Based to MLWhat I learned about feature engineering, contextual signals, and model design while turning a growing collection of rules, edge case…
InImaginistbySreejith IV·Aug 17LLMs Make Poor Rule Engines. Use Them to Write the Rules Instead.Business rules sit at the core of insurance workflows, governing how submission intake and claim processing get automated by determining…
Snehasish Konger·Aug 14Dynamic Pricing vs Price Discrimination: The Distinction Your Legal Team Will Ask AboutNote upfront: this is a technical and factual overview, not legal advice. Pricing law varies significantly by jurisdiction and by industry…
Snehasish Konger·Aug 14Dynamic Pricing in Insurance and Hotels: Same Engine, Very Different ConstraintsTwo industries call what they do “dynamic pricing,” and they’re doing almost opposite things. A hotel’s pricing engine wants to move fast —…
Bruce Wen·Aug 11Building a Personal AI Operating System: My Journey with kiro-cli-configInside the dispatch resolution, rule evaluation pipeline, and hook execution that make a 457-alias AI platform tick
InThe PickMe Engineering BlogbyDilshan Boteju·Aug 11What Actually Broke When we Migrated Pickme’s Promo Engine from Java 8 to Java 21Its not a Guilde, Its a Real time Issue we faced.
Juan Lovera·Aug 7Teaching Excanon to Understand “Run This After That”: Introducing Rule DependenciesIf you’ve ever built a rule engine, you’ve hit this wall: rules are supposed to be independent, declarative statements — but real business…
Snehasish Konger·Aug 5Why Rule Engines and Abstract Syntax Trees Keep MeetingEvery rule engine that survives past its first few months of production use ends up with some version of an AST, whether or not the team…
Snehasish Konger·Aug 5Picking a Rule Engine by Language: What Java, Python, Go, and .NET Actually Hand YouThe language you’re already standardized on quietly decides more of this choice than most teams admit during evaluation. Not because the…
Tariq Rasheed·Jul 27From If-Else Hell to Plain English: Letting Ops Write Business Rules Without a DeployDesigning a Rule Engine that enables Ops to write business rules in plain English with zero code change, live in seconds.
