Mert Sefa Akgün / Istanbul

RealtimeAI systemsmade operational.

Voice agents, multimodal loops, memory infrastructure, observability, and self-hosted automation — built in small verified slices.

Enter the system →Template kit ↓

Voice + realtime

LiveKit/WebRTC, streaming audio, turn-taking, interruption, observability, and production feedback loops.

Memory + vault

Markdown-native knowledge, provenance-aware memory, session continuity, retrieval, and reusable operating patterns.

Homelab + reliability

Self-hosted services, Caddy edge, Docker Compose, SigNoz, VictoriaMetrics, and lockout-safe infrastructure ops.

msa-os template system

Not blank pages. Launch pads.

Every repeatable thought shape gets a template: project, decision, runbook, person, meeting, experiment, agent task, source digest, prompt pattern, and status page. Human-readable first; agent-operable second.

/signals

route: subscription-backed models
mode: brainstorm → plan → implement
proof: build logs, validators, public HTTPS
style: indie web × operational cockpit × no mystery boxes