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Project detail

TercihAI

Hallucination-safe guidance, preference reports, PDF ingestion, and university/program decision workflow.

YKSAI SafetySupabasePDF
82%running
2active agents
5pending tasks
0blocked tasks
0urgent alerts

Architecture

Who is involved

TercihAI tracks the YKS guidance product loop: founder, Hermes controller, product orchestrator, AI safety worker, PDF ingestion worker, Supabase, and reporting surfaces.

human

Can / Product Owner

Defines ethical guidance principles, product scope, and launch priorities for students and families.

active
controller

Main Hermes Controller

Coordinates implementation, verifies safety constraints, and reports progress into the cockpit.

active
orchestrator

TercihAI Product Orchestrator

Breaks YKS preference guidance into app, data, PDF, safety, and analytics workstreams.

planned
worker

AI Safety Worker

Checks hallucination bans, no-decision-forcing language, and student-family co-decision guardrails.

planned
worker

PDF Intelligence Worker

Maintains university/program PDF extraction and preference report generation quality.

planned
integration

Supabase

Persists students, preference sessions, reports, and audit-friendly guidance outputs.

external
Can / Product Owner→ product and ethics direction →Main Hermes Controller
Main Hermes Controller→ plans execution →TercihAI Product Orchestrator
TercihAI Product Orchestrator→ delegates safety checks →AI Safety Worker
TercihAI Product Orchestrator→ delegates document intelligence →PDF Intelligence Worker
Main Hermes Controller→ verifies persistence →Supabase

Budget impact

Token burn for this project

Each autonomous ticket shows estimated token usage, cost, and the Budget Guardian recommendation before it runs.

auto

AUTO-TERCIHAI-1: Build ethical YKS guidance dashboard and PDF intelligence loop

630K tokens · $1.75 est. · 2.8% of remaining monthly budget

low

Autonomous tickets

Live project queue

P1

AUTO-TERCIHAI-1: Build ethical YKS guidance dashboard and PDF intelligence loop

TercihAI Product Orchestrator · pending · orchestrator

Instrument app health, AI answer safety checks, and preference-report generation pipeline.
630K tokens · $1.75 est. · 2.8% of remaining budget · auto

Agents

Worker state

tercihai-product-orchestrator

AUTO-TERCIHAI-1 · Waiting to connect TercihAI repo signals, Supabase health, and AI safety checks into the cockpit.

Heartbeat: 2026-05-09T19:45:00Z

tercihai-product-orchestrator

Connect safety and PDF report metrics

Heartbeat: 2026-05-09T19:45:00Z

Alerts

Project warnings

Hermes

TercihAI added to portfolio cockpit

YKS guidance product is now tracked alongside Görücü, SQL Quest, and Hermes Cockpit with safety/reporting work queued.

Tasks

Next work

P1

Instrument hallucination-safe answer evaluation

Hermes · pending

P1

Connect PDF preference report pipeline metrics

AI safety · pending

Timeline

Recent events

research

TercihAI added to CEO cockpit

YKS preference guidance, AI safety, Supabase, and PDF-reporting workstreams are now visible in portfolio reporting.

2026-05-09T19:45:00Z