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Metin Kılagöz

Founder and full-stack developer building open-source AI operations and human-governed agentic workflow tools.

Focus

  • Human-in-the-loop AI operations
  • Agentic workflow governance
  • Auditability, approvals, and risk-aware automation
  • TypeScript, Python, APIs, and developer tooling
  • E-commerce and B2B operations automation
  • Generative Engine Optimization (GEO) and AI visibility tooling

Open-source work

  • Open APA Core — workflow state machines, risk gates, human approvals, and append-only audit trails for AI-assisted operations.
  • jev-seo-geo — open-source toolkit for AI visibility: content scoring, title ranking, brand probes, competitor-gap analysis, and actionable GEO optimization plans.

Upstream contributions

  • Weblate #21643 — preserved custom Ollama gateway path prefixes and added a regression test.

Contribution approach

I contribute through focused, testable improvements: documentation, reproducible bug reports, tests, issue triage, and small code changes that solve a real user problem.

I value maintainability, clear interfaces, privacy, and human accountability in AI systems.

Upstream contributions

Project PR Description Status
Weblate #21643 Fix Ollama gateway path prefix + regression test ✅ Merged
Hono #5410 Fix strict trailing-slash in LinearRouter & PatternRouter 🟡 Review
Langfuse #17634 Strip unknown OAuth token fields to prevent SSO crash 🟡 Review
Playwright #42744 Fix invalid TypeScript syntax in agent docs 🟡 Review
Continue #13284 Fix Windows terminal hang on PowerShell errors 🟡 Review

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Open-source AI operations and agentic workflow tools

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