The systems
behind the writing.
Dashboards, agents and internal tools I built to run content operations, some at the agency and some on my own time.
◆ Also built
The ones without a pretty screen.
Bots, MCP servers and internal dashboards. A screenshot of any of these would be a table of rows only our team can read, so here is what each one does instead.
Content infrastructure
AI Interview Platform
Replaced the weekly async call. Avatar-led interviews with question packs generated from each client's own content history.
HeyGen / Simli · S3Clipping Portal
Ran 23 clippers and 55 clips through one campaign week. 499K impressions tracked with no manual coordination.
Next.js · Twitter APIQRT Automation
Watches 8 client niches, flags viral posts, classifies the reaction tone and surfaces the day's QRT openings.
Claude · n8nTrend Analysis Bot
Scrapes X per client, runs it through Claude and drops the read into the right Telegram channel every morning.
Claude · TelegramProposal Builder
Turns a call and a scope into a formatted client proposal, so pricing conversations stop waiting on a doc.
MCP · ClaudeStudio
Video workspace that plans a piece, holds the assets and keeps every version of a cut in one place.
MCP · RemotionGrowth and ops tools
Outreach Desk
List building, sequencing and reply tracking in one app. Replaced three separate paid tools for the team.
Node · SQLiteReddit Command Center
Finds live threads worth answering, drafts the reply in the right register and holds the account guardrails.
MCP · Claude · PostgresFast Track Platform
Invite-only learner platform for a cohort of around 100. Lessons, submissions and progress, on the client's own auth.
Next.js · OCIDStack Daily Cards
Shareable card campaign for a community launch. 400 cards generated, 150+ shared organically, 30K impressions.
Next.js · ClaudeCommunity Announcer
Telegram bot that posts to the right community topic from a single DM, so announcements stop needing a person.
Node · Telegram APIBrowser extensions
Small Chrome tools the team uses daily: superfan finder, reply tracker, DM-open checker.
Chrome MV3What it all runs on
// Build together

















