Blog
Writing from the Iterate team on hackathons, hiring, and research.
How Hackathon Teams Fine-Tuned and Deployed Small Mistral Models
See how hackathon teams fine-tuned, quantized, routed, and deployed small Mistral models with LoRA, QLoRA, vLLM, Jetson hardware, and local inference.
RoboHacks 2026: Winners and Best Physical AI Projects
Explore the winners and standout robotics projects from RoboHacks 2026, where 120 builders used 25 MARS robots to create physical AI systems.
Agentic GTM Hackathon 2026: Winners and Best AI Projects
Explore the winners and standout AI sales projects from the 2026 Agentic GTM Hackathon at Station F, including Gravity, Zorro, and Net-Work.
25 AI Hackathon Ideas for Companies in 2026
Explore 25 practical AI hackathon ideas for agents, security, research, internal tools, and industry-specific challenges companies can build in 2026.
How to Organize an AI Hackathon: 10 Essential Steps
Learn how to organize an AI hackathon, from challenge design and builder sourcing to judging, demos, and post-event project development.
From Hackathon Winner to Y Combinator in 74 Days
See how three AI builders won two major hackathons before George Jefferson and Art Freibrey entered Y Combinator with Revnu.
Computer Use Agent Security: How PLVA Protects Data?
Explore computer use agent security risks and see how PLVA protects screenshots, credentials, and PII before data reaches a cloud AI model.
What Is a Research Hackathon? 5 AI Projects From Paris!
See how a research hackathon helps teams test competing AI methods quickly through five projects from the Iterate Paris Research Hackathon.
7 AI Hackathon Projects Built With Mistral AI
Explore seven AI hackathon projects built with Mistral, from dynamic LoRA weights and faster inference to model security and verified math proofs.
How to Participate in a Hackathon ?
Learn how to participate in a hackathon, choose the right event, find teammates, prepare a workable idea, build an MVP, and deliver a strong final demo.
AI Hackathons Explained: How Teams Build and Test AI Solutions
What is an AI hackathon? Explore its format, participants, judging criteria, AI project ideas, and value for innovation and technical recruitment.
What Is a Hackathon? Meaning, Format, and Business Value
What is a hackathon? Learn how these fast-paced events work, who takes part, what teams build, and why companies use them to innovate and hire.
How to Build a Tech Team (2026 Guide)
Learn how to build a tech team from the first engineering hire to a scalable structure. Define roles, recruit proven engineers, assess skills, and build remote teams that ship.
How to Hire AI Agent Developers: Skills, Vetting & Costs
Hire AI agent developers who can ship production-ready systems. Learn which skills to screen for, how to assess candidates, what to pay, and where to find proven AI engineers.
Hire LLM Engineers: Best Platforms for Finding Top AI Talent
Hire experienced LLM engineers faster. Compare the best platforms for sourcing, vetting, and recruiting specialists in RAG, fine-tuning, evaluation, and production LLM systems.
10 Best Sites to Hire AI Engineers in 2026
Compare the best sites to hire AI engineers in 2026. See which hiring platforms deliver vetted AI talent, faster recruitment, and stronger technical matches for startups and growing engineering teams.
How to Hire Developers for a Startup: A Practical Hiring Process
How to hire developers for a startup with practical recruiting strategies, smarter sourcing channels, faster technical screening, and proven ways to identify engineers who can grow with an early-stage company.
Where to Recruit Engineers: Best Channels in 2026
Looking for the best place to recruit engineers? Compare the most effective hiring channels, communities, platforms, and recruiting strategies to hire faster.
How Much Does an AI Engineer Cost? (2026 Salary Guide)
How much does an AI Engineer cost in 2026? Compare salaries, freelance rates, hiring costs, and regional pricing to build a realistic AI hiring budget.
AI Engineer vs Machine Learning Engineer: What’s the Difference?
Compare AI Engineers and Machine Learning Engineers, understand their responsibilities, technical skills, hiring challenges, and learn which profile fits different AI projects.