Jeremy Lamkin, AI Automation Builder

I build automated systems that run themselves — and businesses that run on them.

I’ve spent 27 years shipping production software — the last several building AI-native systems that run six real businesses without me in the loop. I design, build, and operate automated pipelines for content, real estate, e-commerce, and publishing — mostly solo, in Python and Go, live on a Linux VPS, unattended by design.

I don’t build demos. Everything below is in production, generating real outcomes, right now.

17 years continuous operation · 110% sales lift in 6 months · 150–300 qualified leads/week · Tools other builders adopted on their own


Current AI Stack

CLI Orchestration: Claude Code · Codex · Qwen · Gemini · OpenCode · Pi · gws CLI · CLI Anything

AI APIs: OpenAI · DeepSeek · Anthropic · Google · Groq · OpenRouter · Fal


Featured Projects

Governator

The reason multi-agent pipelines don’t quietly drop work: a Go-based supervisor sitting above coding-agent CLIs — Claude Code, Codex, GLM, opencode — managing process lifecycle, fail-closed contracts, and crash recovery.

Assayer

A verification layer for AI-generated content: verify → quarantine → trace. Built because “trust the model’s output” isn’t a QA strategy — this one catches bad output before it ships.

Cookie Pipeline

One photo in, five platforms out, zero humans in between: photo drop → AI script → Thai TTS voiceover → vertical video → WordPress + TikTok + Instagram + Facebook + YouTube, fully automated.

Tarotsmith Network

17 years of continuous, revenue-generating operation (2009–present) — one of the longer-running AI-assisted content operations of its kind. AI-powered article generation, weekly horoscopes, a multi-agent writing pipeline. Live at tarotsmith.net.

Sawasdee Realty

An automated lead-gen system producing 150–300 qualified Bangkok leads a week — Python scraping, AI scoring, and multichannel distribution across TikTok, portals, and Line OA, the kind of work most agencies still do by hand.

Zone31

A multi-tenant AI divination platform — tarot, oracle, and dream interpretation — with a built-in safety/crisis layer and cost governance across every LLM surface. Live at oracle.zone31.com.

MonPaga / Waking Cup

Review aggregation and e-commerce automation that drove a 110% Lazada sales increase in 6 months for a Thai marketplace seller with zero in-house tech team.


Personal AI Tools

Solo experiments at the edge of what AI pipelines can do. Built for myself — published because other builders asked.

second-brain-interviewer

A Telegram bot that interviews you by voice. Dr. Soma — a psychoanalytic AI character — asks structured questions across 9 categories (values, fears, mental models, working style, history) and stores your answers directly into a personal second brain. State persists across sessions. ~$0.01/exchange, ~$0.50 for the full interview. GitHub

compass

Four questions, once a day. AI synthesis delivers one heading — a single direction for the session. Self-calibration ritual, not productivity theater. GitHub

future-self-letter

Claude Opus writes a letter from your future self, sealed for 90 days, delivered via Telegram on schedule. Forces the question: did you do what you said you would? GitHub

second-brain-brief

Daily morning brief — queries a Supabase vector store, synthesizes with Gemini Flash, arrives by email before you open your inbox. The second brain reports to you, not the other way around. GitHub

Personal Podcast Network

Eleven shows running on the same engine, covering every day of the week (some biweekly) — Gemini Flash script generation, multi-speaker TTS audio, Cloudflare R2 hosting, private RSS. No browser automation. No external services. Runs unattended.

Tubecap (Monday) — Digests your favorite YouTube channels and podcasts into a weekly audio recap. It’s a podcast about what happened recently on your favorite shows. GitHub

The Invisible Fire (Tuesday, odd weeks) — Hermeticism, Gnosticism, and the esoteric traditions beneath Western civilisation. Two hosts, eight rotating guest perspectives, 14-day source window across the best podcasts, blogs, and channels in the field. GitHub

The Shadow Cabinet (Tuesday, even weeks) — Psychology, narcissism, parapsychology, and the contested frontiers of the human mind. Clinical, depth, evolutionary, and frankly fringe. Eight rotating guest lenses including a Dark Triad strategist. GitHub

Mindstorm (Wednesday) — Mines the second brain: recent memories, flagged contradictions, unresolved decisions. Rotating hosts remix it into a full episode. Not just a recap but a remix. GitHub

The Labyrinth (Thursday, odd weeks) — Narcissistic abuse and CPTSD survivor education, with expert voices interrupted and reframed by two recurring personas who perform narcissistic traits rather than just describe them.

The Cartomancer (Thursday, even weeks) — Biweekly digest across the Tarotica publishing network — card by card, site by site, tradition by tradition. Two hosts plus a rotating guest lens.

The Stack (Friday) — GitHub Trending, HuggingFace papers, 14 curated RSS feeds. Weekly AI/builder digest through the lens of: what can we actually build with this?

The Crucible (Saturday, even weeks) — Alchemy and life-extension science, from historical occult practice to NAD+ trials. Self-improvement and health optimization through an esoteric lens.

High Strangeness (Saturday, odd weeks) — UAP disclosure taken seriously from every angle: FOIA documents, declassified encounters, and the non-human intelligence hypothesis. Four hosts, four different epistemic commitments.

The Hidden Curriculum (Sunday) — A 14-principle curriculum on the worldview, literacies, and institutions elite schools quietly train into future owners and operators.

The Distilled Mind (Sunday) — A 19-episode curriculum distilled from 400 book reviews. Two hosts: The Researcher and The Pragmatist.

personal-podcast-engine — The shared base class. Subclass it, implement fetch_sources(), get a full episode. Works with any input. GitHub


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