Building a Test Harness to test AI Produced Code
Why Coding Agents Can’t Validate Their Own Output (And How to Fix the 80/20 Inversion) A passing unit test does not prove a feature works. It only proves a fun…
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Data Patterns in Cloud
Reference: Adapted and expanded from The 12 Data Architecture Patterns Every Data Engineer Should Master. The Data Lake vs Warehouse debate is effectively over…
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Structural Scaffolding for AI: Why the Agent Harness Defines Production Success
In the early waves of generative AI adoption, organizations assumed that deploying increasingly advanced frontier models would automatically solve execution er…
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From Retrieval to Reasoning: Demystifying Microsoft Foundry IQ
Building production-grade Generative AI for the enterprise requires moving far beyond simple vector search or basic RAG pipelines. When launching true enterpri…
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AI to automate SFA, CRM tasks
In today’s competitive landscape, businesses are moving beyond traditional Customer Relationship Management (CRM) and Sales Force Automation (SFA) to emb…
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Modu-Liths vs Micro-Services Summarised
Feature Modular Monolith Microservices Architecture Coupling Loosely coupled at the module level. Fully decoupled, independent services. Communication In-memor…
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The Modu-Lith vs Micro-Services
The Problem: There are many issues with Microservices. Complexity, skills, knowledge and management are some of those. Not every architecture needs to be broke…
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Iceberg Architecture
For heterogenous data sources and compute. An abstraction and middleware for data and formats.
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Low Code Automation Platforms: Appian, Pega, Outsystems
Appian Appian is a low-code platform built on the philosophy of “Total Experience.” Its primary strength lies in end-to-end process automation and …
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