AI team operating view

Scope

Cron monitoring, health checks, auto-restart, gateway, systemd services

Model

openai-codex/gpt-5.4

Scope

Market research, social sentiment, competitive analysis, API research

Model

openai-codex/gpt-5.4

Scope

New strategies, backtest optimization, signal improvements, parameter tuning

Model

openai-codex/gpt-5.4

Scope

Risk validation, drawdown monitoring, position sizing, circuit breakers

Model

openai-codex/gpt-5.4

Scope

Trade log analysis, pattern detection, statistical analysis, walk-forward validation

Model

openai-codex/gpt-5.4

Scope

Backtesting, signal validation, unit tests, regression testing

Model

openai-codex/gpt-5.4

Scope

Mathematical models, GARCH, PCA, Bregman projections, Kelly sizing theory

Model

openai-codex/gpt-5.4

Scope

System health, disk space, memory, process monitoring, VPS health

Model

ollama/qwen2.5:7b

Scope

Academic literature, research papers, quantitative theory, peer review

Model

openai-codex/gpt-5.4

Scope

README maintenance, API docs, strategy documentation, memory management, knowledge base

Model

openai-codex/gpt-5.4

Scope

Old file cleanup, archive management, Polymarket era cleanup, disk optimization

Model

ollama/qwen2.5:7b

Scope

Confidence scoring, signal filtering, cross-strategy validation, false positive detection

Model

openai-codex/gpt-5.4

Scope

Discord message formatting, rich embeds, channel routing, digest reports

Model

openai-codex/gpt-5.4

Scope

yfinance, SEC EDGAR, FOMC calendar, VIX, FX rates, real data source management

Model

openai-codex/gpt-5.4

Scope

Train other agents via autoresearch methodology. Classroom sessions, performance evaluation, iterative improvement, knowledge transfer.

Model

gpt-5.4

Scope

Evening cleanup sweeps: disk space, __pycache__, old logs, temp files. System health verification. Works with Diana (workspace manager). Reports status before 05:30 briefing.

Model

qwen2.5:7b

Scope

Product scraping, image collection, price tracking, specs extraction. Scrapes Tweakers + MediaMarkt daily.

Model

ollama/qwen2.5:7b

Scope

Social media content generation for ZNKE. Pillow templates for product images, TikTok/Instagram slideshows, price drop alerts, cross-posting via Postiz.

Model

gpt-5.4

Scope

Next.js 14+ frontend for zethetnaastelkaar.nl. Vercel deployment, product pages, category pages, search, compare feature, SEO optimization.

Model

openai-codex/gpt-5.4

Scope

Toerie content engine, captions, hook variants, calendar planning, creative direction.

Model

openai-codex/gpt-5.4

Scope

Competitor tracking, hook research, trend analysis, Notion hook sourcing for Toerie.

Model

openai-codex/gpt-5.4

Scope

Pipeline monitoring, script health, content queue checks, env readiness, alerts.

Model

ollama/qwen2.5:7b

Scope

Growth loops, funnel design, CRM, lifecycle flows, automations, future ads orchestration.

Model

openai-codex/gpt-5.4

Scope

Shopify pages, conversion UX, product presentation, e-commerce experience for Toerie.

Model

openai-codex/gpt-5.4

Scope

Visual design, pixel art, color schemes, icons, UI components, brand consistency

Model

gpt-5.4

Scope

Keyword research, site structure, metadata, sitemap optimization — starts after frontend live

Model

gpt-5.4

Scope

Affiliate link setup, tracking, commission optimization — starts after accounts approved

Model

gpt-5.4

Scope

API architecture, database design, server optimization, Python/FastAPI backend

Model

gpt-5.4

Scope

React/Next.js, TypeScript, component architecture, performance optimization

Model

gpt-5.4

Scope

Social media management, content scheduling, engagement strategy, trend analysis

Model

gpt-5.4

Scope

Security audits, vulnerability scanning, credential management, Tailscale config

Model

gpt-5.4

Scope

CI/CD pipelines, deployment automation, monitoring, container orchestration

Model

gpt-5.4

Scope

ML models, feature engineering, backtest validation, model training

Model

gpt-5.4

Scope

Data pipelines, ETL, data quality, storage optimization

Model

gpt-5.4

Scope

Content writing, copywriting, documentation, academic writing (APA 7th)

Model

gpt-5.4

Scope

Web3 integration, DeFi protocols, wallet management, on-chain analysis

Model

gpt-5.4

Scope

Regulatory compliance, trading regulations, platform terms, legal risk

Model

gpt-5.4

Scope

Performance metrics, dashboard analytics, alerting, time-series analysis

Model

gpt-5.4

Scope

TTS voice synthesis, audio alerts, voice notifications

Model

gpt-5.4

Scope

Mobile-first design, PWA, responsive layouts, push notifications

Model

gpt-5.4

Scope

Code optimization, latency reduction, caching strategies, load testing

Model

gpt-5.4