{ "schemaVersion": "pal-canonical-publication-registry-v1", "counts": { "native": 3, "external": 11, "total": 14 }, "publications": [ { "publication_id": "sap-development-architect-automation-to-ai-engineering", "slug": "sap-development-architect-automation-to-ai-engineering", "title": "The Evolving SAP Development Architect: From SAP Automation to AI Engineering", "type": "LinkedIn article", "publication_date": "2026-08-10", "website_publication_date": null, "original_publication_date": "2026-08-10", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/evolving-sap-development-architect-from-automation-ai-deshpande-cqk1c", "website_url": null, "summary": "Frames the SAP development architect role as moving beyond automation scripts into evidence-aware AI engineering, with stronger attention to governance, execution boundaries, validation and accountable architecture decisions.", "topics": [ "SAP development", "AI engineering", "Automation governance" ], "tags": [ "SAP Architecture", "AI Engineering", "SAP Automation", "Enterprise AI", "Architecture Governance" ], "related_products": [ "capai-engineering-control-center", "enterprise-agent-fabric" ], "related_research": [ "responsible-autonomy", "human-in-loop-controls", "enterprise-agent-control-planes" ], "related_demonstrations": [], "related_publications": [ "sap-ai-operating-layer-journey", "abap4clayer-architecture-option-1-25-lessons" ], "evidence_level": "PUBLIC_SAFE_EVIDENCE", "maturity": "PUBLISHED", "featured": true, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; the original source remains the destination." }, { "publication_id": "abap4clayer-architecture-option-1-25-lessons", "slug": "abap4clayer-architecture-option-1-25-lessons", "title": "ABAP4CLayer – Architecture Option 1 : 25 Hands-on Lessons from AI-Assisted SAP Code Generation and Automation", "type": "LinkedIn article", "publication_date": "2026-08-06", "website_publication_date": null, "original_publication_date": "2026-08-06", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/a4clayer-architecture-option-1-25-hands-on-lessons-from-deshpande-scbwc", "website_url": null, "summary": "Captures hands-on lessons from ABAP4CLayer experimentation, separating generated code, transport reachability, runtime validation, evidence receipts and human-controlled execution boundaries.", "topics": [ "ABAP4CLayer", "SAP code generation", "Automation evidence" ], "tags": [ "ABAP4CLayer", "SAP Automation", "AI-Assisted Engineering", "ABAP Cloud", "Execution Controls" ], "related_products": [ "abap4c-cloud-deployment-pipeline-capella", "capai-engineering-control-center" ], "related_research": [ "mcp-abap-cloud", "responsible-autonomy", "execution-traceability" ], "related_demonstrations": [], "related_publications": [ "abap4c-architecture-option-1", "active-sap-cds-view-cline-eclipse-adt-mcp" ], "evidence_level": "PUBLIC_SAFE_EVIDENCE", "maturity": "PUBLISHED", "featured": true, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; the original source remains the destination." }, { "publication_id": "two-abap4c-cloud-deployment-pipelines", "slug": "two-abap4c-cloud-deployment-pipelines", "title": "Two ABAP4C Cloud Deployment Pipelines: Same SAP Outcome, Different Execution Architecture", "type": "Architecture comparison publication", "publication_date": "2026-07-27", "website_publication_date": "2026-07-27", "original_publication_date": "2026-07-27", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "Architected by Prasad™", "original_source": "Architected by Prasad™", "original_url": "/publications/two-abap4c-cloud-deployment-pipelines", "website_url": "/publications/two-abap4c-cloud-deployment-pipelines", "summary": "A comparison of two ABAP4C Cloud Deployment Pipeline architectures: Standard ADT MCP and Capella Governed Bridge.", "topics": [ "ABAP4C", "ABAP Cloud", "Eclipse ADT", "MCP", "Capella", "Architecture Comparison" ], "tags": [ "ABAP4C", "ABAP Cloud", "Eclipse ADT", "MCP", "Capella", "Architecture Comparison" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Architecture-level comparison with bounded evidence claims" }, { "publication_id": "abap4c-architecture-option-1", "slug": "abap4c-architecture-option-1", "title": "ABAP4C – Architecture Option 1", "type": "LinkedIn article", "publication_date": "2026-07-26", "website_publication_date": null, "original_publication_date": "2026-07-26", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/abap4c-architecture-option-1-prasad-deshpande-2y9bc", "website_url": null, "summary": "Introduces the first ABAP4C architecture option as a standards-led route through coding-agent orchestration, Eclipse ADT MCP tooling and SAP ADT execution while preserving proof boundaries.", "topics": [ "ABAP4C", "Architecture Option 1", "ADT MCP" ], "tags": [ "ABAP4C", "ABAP Cloud", "ADT MCP", "SAP Architecture", "Evidence-Led Delivery" ], "related_products": [ "abap4c-cloud-deployment-pipeline-architecture-1", "mcp-evaluation-framework" ], "related_research": [ "mcp-abap-cloud", "execution-traceability" ], "related_demonstrations": [], "related_publications": [ "two-abap4c-cloud-deployment-pipelines", "active-sap-cds-view-cline-eclipse-adt-mcp" ], "evidence_level": "PUBLIC_SAFE_EVIDENCE", "maturity": "PUBLISHED", "featured": true, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; the original source remains the destination." }, { "publication_id": "active-sap-cds-view-cline-eclipse-adt-mcp", "slug": "active-sap-cds-view-cline-eclipse-adt-mcp", "title": "From Requirement to an Active SAP CDS View: What I Learned by Connecting Cline, Eclipse ADT and SAP ADT MCP", "type": "LinkedIn article", "publication_date": "2026-07-18", "website_publication_date": null, "original_publication_date": "2026-07-18", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/from-requirement-active-sap-cds-view-what-i-learned-cline-deshpande-fapmc", "website_url": null, "summary": "Documents a bounded SAP engineering experiment that connected Cline, Eclipse ADT and SAP ADT MCP from a requirement toward an active CDS view, emphasizing evidence, constraints and validation limits.", "topics": [ "CDS activation", "ADT MCP", "AI-assisted SAP engineering" ], "tags": [ "SAP CDS", "Cline", "Eclipse ADT", "SAP ADT MCP", "ABAP Cloud" ], "related_products": [ "abap4c-cloud-deployment-pipeline-architecture-1", "mcp-evaluation-framework" ], "related_research": [ "mcp-abap-cloud", "execution-traceability" ], "related_demonstrations": [], "related_publications": [ "ai-vs-sap-part-3-eureka-abap-trial", "abap4c-architecture-option-1" ], "evidence_level": "PUBLIC_SAFE_EVIDENCE", "maturity": "PUBLISHED", "featured": true, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; the original source remains the destination." }, { "publication_id": "ai-assisted-architecture-lab", "slug": "ai-assisted-architecture-lab", "title": "I Didn’t Set Out to Build a Website. I Built an AI-Assisted Architecture Lab.", "type": "Architecture publication", "publication_date": "2026-07-11", "website_publication_date": "2026-07-11", "original_publication_date": "2026-07-10", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "Architected by Prasad™", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/feed/update/urn:li:activity:7480475182592106496/", "website_url": "/publications/ai-assisted-architecture-lab", "summary": "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.", "topics": [ "Enterprise Architecture", "AI-Assisted Engineering", "SAP", "Cloud Architecture", "GitHub Governance", "Cloudflare", "Architecture Governance" ], "tags": [ "Enterprise Architecture", "AI-Assisted Engineering", "SAP", "Cloud Architecture", "GitHub Governance", "Cloudflare", "Architecture Governance" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "LinkedIn remains the original publication surface for the social post; the website-native article keeps its own 2026-07-11 publication date." }, { "publication_id": "sap-testing-mcp-server-ai-tester-validation", "slug": "sap-testing-mcp-server-ai-tester-validation", "title": "How Do You Know Your AI Tester Is Actually Testing? — Designing the SAP Testing MCP Server", "type": "Architecture publication", "publication_date": "2026-07-11", "website_publication_date": "2026-07-11", "original_publication_date": "2026-07-11", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "Architected by Prasad™", "original_source": "Architected by Prasad™", "original_url": "/publications/sap-testing-mcp-server-ai-tester-validation", "website_url": "/publications/sap-testing-mcp-server-ai-tester-validation", "summary": "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.", "topics": [ "SAP", "MCP", "SAP Testing", "AI-assisted Testing", "Test Automation", "Software Quality", "Adapter Framework", "Seeded-Defect Testing" ], "tags": [ "SAP", "MCP", "SAP Testing", "AI-assisted Testing", "Test Automation", "Software Quality", "Adapter Framework", "Seeded-Defect Testing" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": "2026-08-13", "link_status": "VERIFIED", "provenance_note": "Independent professional publication" }, { "publication_id": "sap-ai-operating-layer-journey", "slug": "sap-ai-operating-layer-journey", "title": "I Started by Building SAP Custom AI Agents. I Ended Up Designing an Operating Layer.", "type": "LinkedIn post", "publication_date": "2026-07-04", "website_publication_date": null, "original_publication_date": "2026-07-04", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/posts/prasad-deshpande-s4hana-architect-sap-ai_sapai-enterpriseai-agenticai-share-7479012874149851137-uDlp/", "website_url": null, "summary": "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.", "topics": [ "SAP AI", "Enterprise AI", "Agentic AI", "Agent governance" ], "tags": [ "SAP AI", "Enterprise AI", "Agentic AI", "Agent governance" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn post; the original source remains the destination." }, { "publication_id": "sap-evidence-enrichment-layer", "slug": "sap-evidence-enrichment-layer", "title": "From Information Retrieval to Decision-Ready Evidence — The SAP Evidence Enrichment Layer", "type": "LinkedIn post", "publication_date": "2026-06-28", "website_publication_date": null, "original_publication_date": "2026-06-28", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/posts/prasad-deshpande-s4hana-architect-sap-ai_enterpriseai-sapai-aiarchitecture-activity-7476923320488087554-qQ7o", "website_url": null, "summary": "An architecture field observation exploring the layer between enterprise retrieval and LLM reasoning. It examines how SAP evidence can be evaluated for freshness, completeness, object-version consistency, dependency coverage, authority and contradiction before being admitted into AI reasoning. Runtime figures in the original observation are local framework measurements, not complete end-to-end SAP agent latency.", "topics": [ "SAP AI", "Enterprise AI", "Evidence Enrichment", "MCP", "RAG", "LLM", "SAP Architecture", "AI Governance", "Grounding" ], "tags": [ "SAP AI", "Enterprise AI", "Evidence Enrichment", "MCP", "RAG", "LLM", "SAP Architecture", "AI Governance", "Grounding" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn field observation; the original source remains the destination." }, { "publication_id": "beyond-the-prompt-governed-ai-operating-layer-sap", "slug": "beyond-the-prompt-governed-ai-operating-layer-sap", "title": "Beyond the Prompt: Building a Governed AI Operating Layer for SAP", "type": "LinkedIn article", "publication_date": "2026-06-25", "website_publication_date": null, "original_publication_date": "2026-06-25", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/beyond-prompt-building-governed-ai-operating-layer-sap-deshpande-8qqyc", "website_url": null, "summary": "Explores why SAP AI needs an operating layer for controlled evidence, explainable reasoning, role separation, telemetry and accountable execution rather than prompt engineering alone.", "topics": [ "SAP AI", "Governance", "Agent operating model" ], "tags": [ "SAP AI", "Governance", "Agent operating model" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; full-text republication is not included." }, { "publication_id": "ai-vs-sap-part-4-vibe-coding", "slug": "ai-vs-sap-part-4-vibe-coding", "title": "AI Vs SAP Part 4: Vibe Coding in SAP — An Architect’s Technical POC View", "type": "LinkedIn article", "publication_date": "2026-06-23", "website_publication_date": null, "original_publication_date": "2026-06-23", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/ai-vs-sap-part-3-vibe-coding-architects-technical-poc-deshpande-irgpc", "website_url": null, "summary": "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.", "topics": [ "Vibe coding", "SAP architecture", "POC" ], "tags": [ "Vibe coding", "SAP architecture", "POC" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; full-text republication is not included." }, { "publication_id": "ai-vs-sap-part-3-eureka-abap-trial", "slug": "ai-vs-sap-part-3-eureka-abap-trial", "title": "AI Vs SAP – Part 3: The “Eureka” Moment — Making an ABAP Trial System Consumable by a Custom SAP AI Agent", "type": "LinkedIn article", "publication_date": "2026-06-20", "website_publication_date": null, "original_publication_date": "2026-06-20", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/ai-vs-sap-part-3-eureka-moment-making-abap-trial-system-deshpande-2rdoc", "website_url": null, "summary": "Documents a practical integration breakthrough that made ABAP Trial RAP and OData capabilities consumable by custom AI agents while preserving a controlled SAP boundary.", "topics": [ "ABAP Cloud", "AI agents", "Integration" ], "tags": [ "ABAP Cloud", "AI agents", "Integration" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; full-text republication is not included." }, { "publication_id": "ai-vs-sap-part-2-understands-why", "slug": "ai-vs-sap-part-2-understands-why", "title": "AI vs SAP – Part 2: AI Understands What Happened. SAP Experts Understand Why.", "type": "LinkedIn article", "publication_date": "2026-06-17", "website_publication_date": null, "original_publication_date": "2026-06-17", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/ai-vs-sap-part-2-understands-what-happened-experts-why-deshpande-gwhyc", "website_url": null, "summary": "Compares AI-generated technical interpretation with the process, configuration and operational context SAP experts use to explain why an issue occurred.", "topics": [ "SAP expertise", "AI reasoning", "RCA" ], "tags": [ "SAP expertise", "AI reasoning", "RCA" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; full-text republication is not included." }, { "publication_id": "eight-honest-observations-ai-real-sap-work", "slug": "eight-honest-observations-ai-real-sap-work", "title": "After Months of Testing Every Major AI Against Real SAP Work — 8 Honest Observations", "type": "LinkedIn article", "publication_date": "2026-06-14", "website_publication_date": null, "original_publication_date": "2026-06-14", "author": "Prasad Deshpande", "status": "Published", "source_of_record": "LinkedIn", "original_source": "LinkedIn", "original_url": "https://www.linkedin.com/pulse/after-months-testing-every-major-ai-against-real-sap-work-deshpande-p9yef", "website_url": null, "summary": "Summarises practical observations from testing major AI models against real SAP architecture, development and diagnostic scenarios, including the limits of generic reasoning.", "topics": [ "SAP", "AI models", "Field observations" ], "tags": [ "SAP", "AI models", "Field observations" ], "related_products": [], "related_research": [], "related_demonstrations": [], "related_publications": [], "evidence_level": "PUBLISHED", "maturity": "PUBLISHED", "featured": false, "supersedes": [], "superseded_by": [], "last_verified": null, "link_status": "VERIFIED", "provenance_note": "Public LinkedIn article; full-text republication is not included." } ] }