Matthew Galle@matt123

VelocityHire is an AI-powered recruitment automation platform designed to eliminate the inefficiencies of high-volume hiring. At its core, it leverages a 3-agent LangGraph pipeline that automates the entire recruitment workflow from candidate discovery to outreach. Agent 1 (Profile Analyzer) ingests candidate data and scores profiles across a 7-node graph, weighing factors like hackathon performance, technical skills, certifications, and recency to produce a ranked candidate score. Agent 2 (Job Matcher) takes scored profiles and runs them through a 5-node matching graph, evaluating adaptability, role fit, and culture fit to generate precise match scores against open positions. Agent 3 (Outreach Coordinator) closes the loop by segmenting matched candidates into PRIORITY, STANDARD, NURTURE, or ARCHIVE tiers and automatically generating personalized outreach campaigns tailored to each segment. Built on FastAPI, SQLAlchemy ORM, and a multi-tenant SQLite database, VelocityHire supports full organizational isolation via X-Company-ID scoping across 5 core tables. It integrates natively with leading ATS platforms including Greenhouse, Lever, and BambooHR via webhook endpoints, enabling seamless adoption into existing hiring stacks. The result is a scalable, intelligent hiring engine that dramatically reduces time-to-hire while improving candidate quality and engagement.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together