I developed fix, an automated AST-guided repository audit and multi-agent code repair engine. Bac...I developed fix, an automated AST-guided repository audit and multi-agent code repair engine. Bac...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
I developed fix, an automated AST-guided repository audit and multi-agent code repair engine.
Backend Architecture: Built a robust Node.js and Express API with a PostgreSQL database, fully containerized using a multi-stage Docker build. Engineered strict, zero-fallback environment configuration validation using Zod.
AST & Graph Engineering: Implemented syntax-aware code indexing using tree-sitter to parse 12 languages (including JS/TS, Python, Go, and Rust) strictly on syntax boundaries rather than arbitrary character splits. Built millisecond dependency graph queries to provide AI agents with exact call hierarchies and automatically flag risks like unhandled async promises.
Multi-Agent ADE: Orchestrated a multi-terminal Agentic Development Environment (ADE) using opencode and isolated tmux sessions. Designed a workflow where an Orchestrator coordinates Developer and Tester agents, forcing the Tester to run Playwright E2E suites blindly to prevent LLM prompt contamination.
Automated Workflows: Engineered a webhook-driven pipeline that initializes isolated Git worktrees upon payment, autonomously repairs code, applies mechanical sweeps, and delivers clean, test-verified pull requests.
HavenWell Coaching Studio is a fictional one-on-one coaching practice that was struggling with the manual work involved in managing appointment inquiries.
The solution is an end-to-end booking experience that allows clients to discover services, check availability, select a time, and confirm appointments without unnecessary back-and-forth.
For the coach, the system centralizes appointments, inquiries, clients, availability, and follow-up workflows, reducing the repetitive administrative work involved in managing bookings.
What actually shipped across every client this month:
A lead qualification bot, an inbox triage system, a contract automation flow, and a hiring screen different clients, same principle: automate the repetitive part, keep a human on anything that needs judgment.
→ Happy to walk through any of these in more detail.
Seeing the lead qualification bot take the first pass on prospects really frees up the team for deeper conversations. The inbox triage does the same for support tickets, letting agents focus on the tricky cases.
What I built: ShayanLabs, a next-generation AI-driven developer workspace featuring a futuristic dark-mode dashboard, multi-model chat architecture, a one-prompt web app builder with instant live previews, and a built-in prompt library for managing code snippets and stack traces.
Why I built it: To eliminate developer friction and empower indie hackers with a centralized engineering stack that takes projects from initial idea to production-ready deployment with absolute speed.