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Sebastian AlbrechtIT & IDEAS
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Selected proof pointOwn tools & upstream projectsDeveloper tools and quality

Build tools. Improve them together.

Twelve original public projects and 17 merged contributions across five external repositories: from MCP tooling to tests and improvements for NodeBB.

Public-safe summary without confidential project details.

  1. Draft
  2. Review
  3. Merge
Good changes get better together.
Challenge

Developers need understandable tools, repeatable checks and focused improvements that fit existing projects.

Work delivered
  • MCP Server Doctor and MCP Permission Policy Tester check tool descriptions and permission signals.
  • Coding Agent Eval Harness, Context Budgeter and Agent Trace Lite support reproducible agent workflows.
  • Upstream contributions include fixes, tests, features and documentation. Authored pull requests and bug reports are documented separately.
Outcome

All twelve tools have public code, licenses and documentation. Seventeen pull requests I authored were merged into NodeBB, its documentation and themes, and quantum-visualizer. The Open Source register links every contribution. Verified on 5 October 2026.

Related services
Developer toolingAI automationTesting & documentation
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