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One fixed-scope August sprint is available for a flaky browser/API workflow. I reproduce one concrete failure, isolate the smallest failing boundary, implement a focused fix and regression, and prove the browser-visible result plus server-side state. Up to five days, authorized test/staging access only, no full-suite rewrite: https://contra.com/payment-link/dwv6SQWT-playwrightapi-reliability-sprint Smaller one-workflow audit: https://contra.com/payment-link/av6tTaYA-playwrightapi-quick-reliability-audit
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
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🚀 Case Study: Production-Grade Autonomous Lead Gen
Basic Zapier flows and fragile prompt chains break as soon as you scale. I recently replaced a client’s brittle setup with a stateful, type-safe Multi-Agent system that autonomously prospects, scores, and drafts outreach for B2B leads.
⚙️ The Stack:
LangGraph + PydanticAI + MCP (Model Context Protocol) + Claude 3.5 Sonnet
⚡ How It Works:
Stateful Orchestration (LangGraph): Manages execution with automatic checkpoints—if an external API fails, the workflow resumes without losing context.
Type-Safe Agents (PydanticAI): Enforces strict data schemas so outputs never hallucinate or break downstream code.
Native Integrations (MCP): Direct, secure read/write access to internal CRMs without messy webhooks.
📈 The ROI:
40+ hours/week saved on manual research and lead scoring.
100% data accuracy (zero JSON parsing errors).
Human-in-the-loop gating for final outreach approval.
💡 Need resilient, enterprise-ready AI infrastructure for your business? Check out my profile to book a Technical Audit & AI Automation Blueprint.
CompetiTrack AI is an AI-powered competitor monitoring system that tracks product price and stock changes on e-commerce websites. It detects meaningful updates, generates business insights using an LLM, and sends email notifications only when changes occur
Keeping track of competitor pricing manually is time-consuming and difficult to scale. CompetiTrack AI automates the entire process.
The system scrapes competitor websites, compares the latest data with the previous snapshot, analyzes the changes using an LLM, and sends an email report only when something has changed. This avoids unnecessary notifications while providing useful insights for business decisions.
Features
- Competitor website monitoring
- Product price tracking
- Stock availability tracking
- Change detection
- AI-generated business insights
- Email notifications
- FastAPI backend
- Streamlit dashboard
- LangGraph workflow
- Playwright-based web scraping
Nice fit for Playwright. The failure boundary I would make explicit is snapshot ? diff ? notification: fixed fixtures for price/stock changes, a no-change run that proves no email, and an idempotency key so retries cannot alert twice. That gives you a deterministic regression...
August is open. I have room for two builds. 📆
Last project I finished was Guidance DMC, a travel company in Helsinki. Their site looked fine. It just wasn't found by anyone.
We rebuilt the CMS structure, fixed the technical SEO, added proper schema. Numbers after: impressions went from 6,000 to 12,000 a month, clicks from under 40 to 250.
But the part I'm actually proud of is different. In their review they wrote that I showed them how to manage everything themselves going forward. That's the goal every time. You should not need to pay a developer to change a headline.
This is why I keep parallel projects at two or three. A CMS that survives the client's own edits takes time to think through, and that thinking is the first thing to disappear when you're juggling ten builds at once.
What people usually come to me with:
🟦 Figma to Webflow, built on Client-First
🟦 CMS structure the client can run without me
🟦 GSAP and Lenis motion that keeps mobile PageSpeed above 90
🟦 Technical SEO done before launch, not six months later
Travel, hospitality, SaaS, small service businesses. That's where I work best.
Need a site in August? DM me. Tell me what it has to do for your business and I'll say honestly if I'm the right person for it.
