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Watch this space: a detailed hands-on CapAI Agent Hub article is coming soon, focused on governed SAP AI execution, traceability and practical architecture.

Publications

Architecture thinking with stable provenance.

Future long-form work will be published here first. Existing LinkedIn articles remain linked as external historical publications.

Publication and research operating modelControlled creation, review, validation, source-of-record publication and distribution.
01Website-native draft
02Author review
03Quality validation
04Approved publication
05Website source of record
06LinkedIn introduction
Publication archive

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9 publications shown

Architecture comparison publicationPublished

Two ABAP4C Cloud Deployment Pipelines: Same SAP Outcome, Different Execution Architecture

By Prasad Deshpande · Architected by Prasad™

A comparison of two ABAP4C Cloud Deployment Pipeline architectures: Standard ADT MCP and Capella Governed Bridge.

ABAP4CABAP CloudEclipse ADTMCPCapellaArchitecture Comparison

Architecture-level comparison with bounded evidence claims

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Architecture publicationPublished

I Didn’t Set Out to Build a Website. I Built an AI-Assisted Architecture Lab.

By Prasad Deshpande · Architected by Prasad™

What began as a personal website evolved into a living architecture lab spanning AI-assisted engineering, GitHub governance, Cloudflare deployment, automated validation, security, portability, and human-controlled production decisions.

Enterprise ArchitectureAI-Assisted EngineeringSAPCloud ArchitectureGitHub GovernanceCloudflareArchitecture Governance

Independent professional publication

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Architecture publicationPublished

How Do You Know Your AI Tester Is Actually Testing? — Designing the SAP Testing MCP Server

By Prasad Deshpande · Architected by Prasad™

This publication presents an SAP Testing MCP Server built around a technology-specific Adapter Framework and a Seeded-Defect Discrimination Framework to create a measurable, evidence-driven quality gate.

SAPMCPSAP TestingAI-assisted TestingTest AutomationSoftware QualityAdapter FrameworkSeeded-Defect Testing

Independent professional publication

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LinkedIn postPublished

I Started by Building SAP Custom AI Agents. I Ended Up Designing an Operating Layer.

By Prasad Deshpande · LinkedIn

A hands-on reflection on moving from individual SAP AI use cases toward a governed operating layer with evidence control, explainability, role separation, traceability and human authority.

SAP AIEnterprise AIAgentic AIAgent governance

Public LinkedIn post; the original source remains the destination.

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LinkedIn articlePublished

Beyond the Prompt: Building a Governed AI Operating Layer for SAP

By Prasad Deshpande · LinkedIn

Explores why SAP AI needs an operating layer for controlled evidence, explainable reasoning, role separation, telemetry and accountable execution rather than prompt engineering alone.

SAP AIGovernanceAgent operating model

Public LinkedIn article; full-text republication is not included.

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LinkedIn articlePublished

AI Vs SAP Part 4: Vibe Coding in SAP — An Architect’s Technical POC View

By Prasad Deshpande · LinkedIn

Assesses vibe coding for SAP through a practical architecture POC, including where rapid generation helps and where SAP context, validation and engineering controls remain essential.

Vibe codingSAP architecturePOC

Public LinkedIn article; full-text republication is not included.

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LinkedIn articlePublished

AI Vs SAP – Part 3: The “Eureka” Moment — Making an ABAP Trial System Consumable by a Custom SAP AI Agent

By Prasad Deshpande · LinkedIn

Documents a practical integration breakthrough that made ABAP Trial RAP and OData capabilities consumable by custom AI agents while preserving a controlled SAP boundary.

ABAP CloudAI agentsIntegration

Public LinkedIn article; full-text republication is not included.

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LinkedIn articlePublished

AI vs SAP – Part 2: AI Understands What Happened. SAP Experts Understand Why.

By Prasad Deshpande · LinkedIn

Compares AI-generated technical interpretation with the process, configuration and operational context SAP experts use to explain why an issue occurred.

SAP expertiseAI reasoningRCA

Public LinkedIn article; full-text republication is not included.

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LinkedIn articlePublished

After Months of Testing Every Major AI Against Real SAP Work — 8 Honest Observations

By Prasad Deshpande · LinkedIn

Summarises practical observations from testing major AI models against real SAP architecture, development and diagnostic scenarios, including the limits of generic reasoning.

SAPAI modelsField observations

Public LinkedIn article; full-text republication is not included.

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