Bountify.ai
Builds and supports initiatives across careers, agent oversight, and applied AI, including Jobmaxxing.ai and approval.md.
Carter Crouch
Analytics engineer building AI agent systems.
Los Angeles / London
Hi, I'm Carter Crouch, passionate about building scalable systems that tangibly advance human flourishing. I work with Python, SQL, TypeScript, DBT, and Snowflake, and I'm also a content creator with 10M+ Instagram views.
Work
Approval.md
A harness-agnostic, open-source framework for approving agent actions with a human in the loop.
Jobmaxxing.ai
A job tracking superapp — prospect-to-offer board, AI research briefs, and application drafts.
ZZZ.bot
An Approved messaging service for agents and agent swarms.
Yappy.fyi
TechEurope Hackathon 2x Prize Winner
Campaign intelligence on a shared team board — learns how your product should land in every market.
Samefacts.co.uk
Most PIP claims are denied at first — yet 91% of winning appeals present nothing new. Same facts. Stronger case.
Gameover.fyi
Python · Claude · ChatGPT · Bright Data · ElevenLabs · Vanilla JS
A next-gen BattleBots overlay: vision-model hit breakdowns, fan predictions, social chatter.
Zapflex
Python · DuckDB · Supabase · dbt · Modal · Claude · Next.js
An autonomous home-battery flexibility company run by AI agents, with gamified usage predictions.
Swarmtip
Python · ClickHouse · Gemini · Tavily · Prometheux · FastAPI
AI agents scan 2026 World Cup odds for matches where both teams are incentivised to draw.
Writing
Substack
LessWrong: Human-AI identity coupling is emergent
TL;DR: Given how humans form group identities via shared memory infrastructures, and given that AI is becoming a central part of those infrastructures, we should expect some degree of human-AI identity coupling (non‑zero) to emerge in many contexts.
LessWrong: Paper Review: Must Rhodes Fall? Differing responses to contentious monumental public art
Nov 26, 2025LessWrong: Personal Account: To the Muck and the Mire
Nov 12, 2025Stack
- Python
- SQL
- dbt
- Snowflake
- Airflow
- TypeScript
- React / Next.js
- AWS
- GCP
Quests
Contact
Let's build something
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