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mySebbe/README.md

Sebastian Albrecht

AI-/Cloud-Transformation Consultant · Senior IT-Projektmanager · Open-Source-Maintainer

I help teams turn complex technology programs into working systems: AI automation, cloud platforms, data products, digital platform delivery, and reliable IT operations.

Public-safe proof points include work around BMW, Porsche Bank, and Volkswagen projects across AI, analytics, regulated platform delivery, connected services, and operational enablement.

Website GitHub Open Source Focus

What I Work On

Area What I build and improve
AI automation Coding agents, maintainer workflows, triage helpers, prompt/tool log safety, and practical copilots
Cloud platforms Delivery models, platform foundations, operational enablement, and scalable cloud adoption
Data products KPI foundations, analytics workflows, reporting systems, and decision-support tooling
Digital programs Roadmaps, stakeholder alignment, delivery governance, vendor coordination, and launch execution
Reliability Security-aware processes, review loops, release readiness, and maintainable operations

Open-Source Maintainer Toolkit

I maintain small, practical tools for developers and open-source maintainers. The current focus is agent infrastructure, MCP diagnostics, repository readiness, and privacy-aware workflow automation.

Project Purpose
mcp-server-doctor Validate JSON MCP capability reports from files or stdin
mcp-permission-policy-tester Scan MCP tool descriptions and schemas for risky permission policy signals
prompt-tool-log-redactor Redact common secrets and PII from plain text and JSONL logs
oss-repo-launch-doctor Check open-source repository launch readiness
context-budgeter Rank repository files against a task query and token budget
coding-agent-eval-harness Run deterministic fixture-based evaluations for coding-agent tasks
maintainer-inbox-triage-cli Dry-run local triage for GitHub issue and pull-request JSON payloads
agent-trace-lite Record simple agent spans/events to JSONL and summarize them

Current Direction

  • Building practical OSS tools around Codex, MCP, and AI-assisted maintenance
  • Improving repository readiness, contributor onboarding, and release hygiene
  • Turning agent workflows into deterministic, testable command-line utilities
  • Keeping security, privacy, and operational usefulness visible from the first commit

How I Work

  • Clear scope before implementation
  • Fast prototypes, but with tests and maintainable structure
  • Pragmatic documentation that helps contributors act quickly
  • Security and privacy checks before publishing
  • Delivery communication that stays concrete and decision-oriented

Public Links

Contact

kontakt@sebastian-albrecht.de

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