Explore freely

Find the useful idea before choosing the category.

Browse a curated set of architecture positions, product evidence, research and public-safe demonstrations. Every original catalogue and direct route remains available.

12 curated items shown

Standard ADT MCPPAL_CONTENT_EXPANSION_V1

ABAP4C Architecture 1

ABAP Cloud delivery teams need a standards-led automation path that can move from an AI or coding agent through Eclipse ADT MCP tooling into SAP ADT execution while preserving audit evidence and clear proof boundaries.

Evidence: Technical proof validated with target-system and provider constraints

Open standard adt mcp
Capella Governed BridgePAL_CONTENT_EXPANSION_V1

ABAP4C Architecture 2

ABAP Cloud deployment sometimes needs a dedicated control plane, local Eclipse bridge, bounded execution controls, receipts and recovery evidence rather than a direct tool invocation path alone.

Evidence: Independent engineering prototype with bounded live execution evidence

Open capella governed bridge
Evidence-Driven SAP TestingPAL_CONTENT_EXPANSION_V1

MCP Evaluation Framework

Teams need to prove whether an MCP-enabled tester detects seeded defects for the correct reasons rather than merely producing plausible reports or unsupported PASS outcomes.

Evidence: Controlled-corpus validation completed; live-runtime coverage remains explicitly bounded

Open evidence-driven sap testing
Publication5-minute perspective

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

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.

Evidence: LinkedIn original retained

Open publication
Publication5-minute perspective

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

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

Evidence: LinkedIn original retained

Open publication
Product architectureArchitecture overview

CapAI Agent Hub

Enterprise teams need a governed way to configure, execute and observe AI agents around SAP work.

Evidence: Private research prototype

Open product architecture
Product architectureArchitecture overview

CapAI Engineering Control Center

Agent platforms need engineering governance across releases, diagnostics, regression, migration and performance.

Evidence: Private research prototype

Open product architecture
Product architectureArchitecture overview

CapAI Webpage Regression Bot

Website releases can introduce hidden functional, visual, navigation, flow, typography, responsive, browser, accessibility, SEO, security and performance regressions.

Evidence: Build nearly complete — validation in progress

Open product architecture
Research theme5-minute research position

Governed SAP AI agents

Use deterministic evidence collection first, LLM reasoning second, and explicit human approval for consequential actions.

Evidence: Architecture hypothesis supported by read-only SAP agent POCs and operational lessons.

Open research theme
Research theme5-minute research position

Agent execution traceability

Expose stage, evidence source, tool call, policy decision, latency and failure state without leaking secrets.

Evidence: Recurring need observed in agent workflow and telemetry design.

Open research theme
Guided problem explorationInteractive demonstration

SAP Finance R2R Customization Optimizer

Explore how posting configuration, validations, substitutions, enhancements and linked custom developments may influence SAP Finance R2R posting.

Evidence: Mock configuration, customization and development evidence with explicit gaps.

Open guided problem exploration
Public-safe demonstrationDemonstration pattern

ST22 Dump RCA Agent

Explain ABAP runtime failures using approved dump evidence and architecture context.

Evidence: Dump metadata, error context and approved diagnostic references.

Open public-safe demonstration