Uses — Peter Saddington | Tools, Stack, and Infrastructure

Everything Peter Saddington uses to run 10+ websites, 4 autonomous AI agents, a VC fund, a race team, and multiple businesses. Updated March 2026.

Languages & Frameworks

Python — Primary language for everything: AI agents, data pipelines, generators, automation, API integrations. Anaconda environment management (conda).
Vanilla HTML/CSS/JS — All 10+ sites are static HTML. No React, no build step, no framework. Fast, simple, cacheable.
Flask — Python web framework for pRAG chatbot backend and API endpoints.
Next.js / React / TypeScript — Used for GarageID (SaaS product). Stretch zone — Peter prefers vanilla.
discord.py — All Discord bot integrations for the 4 AI agents.

Claude (Anthropic) — Primary coding assistant via Claude Code CLI. Opus for architecture, Sonnet for code, Haiku for search.
Gemini (Google) — Image generation (Gemini Nano Banana 2), content generation, agent reasoning.
Groq — Llama 3.3 70B for fast inference. Primary provider for agent pipelines.
Cerebras — Backup LLM provider. Used morning-first to preserve Gemini quota for interactive use.
SambaNova — Tertiary failover in the LLM chain.
Cloudflare Workers AI — Last-resort failover. @cf/meta/llama models.
llm-failover — Custom open-source library: Groq → Gemini → Cerebras → SambaNova → CF Workers AI. 5-provider automatic failover.

Supabase — PostgreSQL + vector DB + auth + storage. Single shared instance across the empire. pgvector for RAG embeddings, RLS for multi-tenant security.
File-based JSON caches — videos-data.json, blog-data.json, newsletter-data.json. 7-day TTL, incremental updates.

Cloudflare Pages — Static site hosting for 9 of 10 sites. Wrangler CLI for deploys.
Render.com — Flask app hosting for pRAG chatbot backend.
GitHub Actions — 15+ workflows: daily content generation, SEO audits, agent pipelines, health checks. Every workflow runs on schedule (launchd for local, GHA for cloud).
launchd — macOS native scheduler for local automation. Replaces cron.

yt-dlp — YouTube metadata extraction (784 video durations, dates, transcripts).
Custom Python generators — 6+ generators that produce static HTML pages from API data: video pages, blog pages, CRS pages, daily digests, gear reviews, racing venues.
Substack API — Pulls newsletter content (body_html, cover images, tags) for on-domain blog archives.

Halperbot (HH) — Empire health monitor. Runs daily pipeline: SEO audits, site health checks, cross-domain link verification.
Saarvis — Network intelligence. Cross-signal analysis, consistency scoring, health monitoring.
MiniDoge — Growth and experimentation. Runs PolyDoge prediction engine, racing network expansion.
Nyx — Security. Token rotation, secret scanning, RLS enforcement, vulnerability monitoring.

Discord — 6+ webhook channels for agent reports, daily briefings, content alerts.
Substack — Newsletter distribution (The Agile VC + DriveCRS).

VS Code — Primary editor with Claude Code extension.
Git / GitHub — All repos under agilepeter org. 15+ repositories.
Anaconda — Python environment management. conda activate automations for all pipeline work.
macOS — Primary development machine. Darwin/zsh.

Custom seo-audit tool — 38 checks, auto-fix, GEO/AI citability scoring. Open source.
Google Search Console — Organic search monitoring.
Smart Connections (Obsidian) — Semantic search across 489 embedded knowledge blocks for cross-referencing decisions.