Work

Every system, with its numbers

The seven featured systems first, then every project grouped by what it does. Each number links to its source or says it is internal.

Open source

Guardrails for LLMs

Agent runtimes and tooling

Infrastructure from scratch, in Go

Event-driven AWS

Browser and frontend

The workshop

Agents with a deterministic core

  • AeoGeoPrivate

    An AI-search visibility scanner: how citable a site is to LLM search engines, tracked over time.

Local-first AI apps

Pipelines and tooling

  • _devkitPrivate

    The workshop's boot harness: cold boot, health check and tests for nine projects, one command each.

  • instascraperPrivate

    A serialized media fetcher where one worker thread makes rate limiting structural.

  • IntaBotPrivate

    Agentic Instagram operations: draft, schedule, approve and publish as a state machine.

The rest of the bench

The rest of the bench

  • ComicGen ProPrivate

    A director-grade comic and episode generator: a writers room on local Ollama, with hard credit governance.

  • HearSyncPrivate

    Upload a PDF and read it in a reflowed reader that reads to you, or follows along as you read aloud.

  • instacreatorPrivate

    Takes a reference Instagram post and produces an original one: analyse, concept, generate, bundle.

  • instastudioPrivate

    Structured JSON into Instagram-ready handwritten-notes carousels, with an AI revise chat and optional ComfyUI polish.

  • Jobs reelPrivate

    A weekly sheet of open roles becomes one 60-second vertical reel.

  • Lipsync deskPrivate

    A reference image plus an audio file in, a close-up video of a person speaking it out.

  • Reel rendererPrivate

    JSON in, reel out: a FastAPI service rendering Remotion reels in four themes.

  • reelscoutPrivate

    A topic becomes a reviewed pack of source material: six source hunters plus an adversarial critic.

  • Research assistantPrivate

    Local-only deep research with a local Qwen model, returning a cited report with the process visible live.

  • VyuhaPrivate

    A curated per-person profile for LLM apps: the model proposes edits; the library validates, scans and writes them.

  • Webpage to mp4Private

    A list of links becomes a vertical reel that looks like someone browsing each page on a phone.