Projects
Gerçek operasyon ihtiyaçlarından yola çıkarak geliştirdiğim AI, otomasyon ve self-hosted altyapı projeleri.
AI Support Operations Copilot
Status: In Development
A human-in-the-loop support operations system that analyzes synthetic support requests, validates structured outputs, identifies security-sensitive content and prepares reviewable response drafts — with a measured LLM layer behind a fail-closed contract.
Current milestone:
- Deterministic baseline + optional LLM engine (Claude / OpenRouter) behind one contract
- Honest out-of-distribution evaluation: baseline 14/33 → LLM 31–33/33 category recognition
- Independently audited labels, a time-bounded baseline fallback, and guarded LLM reply drafting
- Single-source rule data generating the n8n workflow byte-identically
- 94 automated tests, public CI, native verification on self-hosted n8n 2.14.2
Quiet VPS Watchdog
Status: In Production (private)
A deterministic readiness watchdog for a self-hosted VPS: disk, memory, systemd, Docker health, HTTP, TLS expiry and backup age, deduplicated by a content signature so it alerts once when something breaks, stays silent while it persists, and reports once when it recovers. No LLM in the check path, no autonomous restarts.
Also covers: read-only n8n access for an AI agent through a local MCP bridge, with mutation tools excluded at the client.
ShiftScan
Status: In Development · Live demo
A photo of a shift roster becomes an ICS calendar; an optional planner places user-defined activities into the free time. Stateless by construction, LLM output validated row by row, and a rule-based planner that keeps the app fully functional without a model.
Coming next
- Operations Incident Timeline Analyzer