DevGrabBot
A freelance order automation system for Profi.ru. Order parsing, AI analysis (complexity, tech stack, pricing, timeline), developer matching by technologies, panels for developers and managers, automated AI-generated response drafts.
Challenge
A dev team spent hours manually monitoring a freelance platform, analyzing orders, and preparing responses. They needed a system to automate the entire pipeline: parsing orders from Profi.ru (including anti-bot bypass), AI analysis of each order, automatic matching with the right developer by tech stack, and generating personalized response drafts.
Solution
Built a 3-microservice system on aiogram 3: Telegram bot (developer and manager panels), Profi.ru parser (Selenium + GraphQL with circuit breaker and anti-ban), and AI worker (order analysis via OpenRouter/Gemini). AI evaluates each order across 10 parameters (stack, complexity, price, relevance 0-100) and generates a response draft. Matching system ranks developers by stack overlap. Developer edits the draft, manager sends to client.
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