Teams that spent the past month building industrial tech prototypes in Fort Worth packed up their laptops and headed to Moonshot's headquarters Friday for Demo Day, the finale of a hackathon organized around the city's manufacturing push. Participants in HackFW: MADE Challenge had 30 days to design and build projects addressing problems in manufacturing and supply chains before presenting their final products to judges and attendees.
The challenge was sponsored and hosted by Fort Worth DAO, TechFW and Moonshot, according to a Fort Worth Report release. Moonshot is a member of the Manufacturing Accelerator and Development Engine, or MADE, program the challenge is named for. Participants began the challenge on Oct. 1, and the event closed with Demo Day at Moonshot's Fort Worth headquarters, per the same release.
Fort Worth DAO describes itself as a nonprofit and modern-day guild advancing education and digital sovereignty across Fort Worth and greater Texas, teaching digital ownership, cryptography, blockchain, cybersecurity and emerging technology while supporting builders, educators and industry partners. The organization hosts what it calls Fort Worth's flagship hackathon, HackFW. Tobalo Valderas, president of Fort Worth DAO, said HackFW began to strengthen incentives and grow Fort Worth's grassroots builder culture through nontraditional channels.
Tackling a Talent Shortage
Valderas said technical talent is in short supply among large employers and the venture ecosystem, and he said the next generation of wealth and talent will come through North Texas and its ecosystem over the next 30 years. That framing lines up with separate workforce data: an estimated 31,000 manufacturing jobs are expected to open up in the Fort Worth-Dallas metroplex by 2030, according to Fort Worth Report reporting on regional manufacturing trends.
That same reporting found manufacturing jobs grew 11% statewide and about 9% in North Texas between 2021 and 2024, compared with roughly 3.5% nationally, growth largely driven by companies reshoring or nearshoring operations. Manufacturing employers identified workforce limitations as the number one barrier to industry growth, and around 51% of roles requiring mid-level skills remain vacant, the outlet reported.
Four Tracks, One Marketplace Pitch
HackFW: MADE Challenge featured demonstrations across four problem tracks: AI for Manufacturing, Supplier Relationship Management, AI for Transportation and Tokenized Industrial Real Estate, according to the Fort Worth Report release. The hackathon's own site, hack.fwtx.city, lists a fifth track, an open forum category, while the event's Devpost page names only three core problem tracks — AI for Manufacturing, Supplier Relationship Management and AI for Transportation. The organizers' materials do not resolve that discrepancy.
Per hack.fwtx.city, builders were asked to combine industrial hardware, Web3 data sovereignty, edge telemetry and accelerator-ready AI to address customized and regulated physical systems. One challenge area, outlined on Devpost, asked teams to build a marketplace for warehouses, factories and industrial sites that humans and AI agents could navigate together. Devpost also described the event as the flagship hackathon of Fort Worth, Texas, and said the goal was to expose youth and the workforce to hands-on technical product development in data and software engineering.
From Virtual Build to In-Person Judging
The program combined an in-person Fort Worth kickoff, a month-long virtual industrial-systems incubation period and an in-person closing Enterprise Demo Day, according to the HackFW program website hosted on GitHub. Devpost rules required teams to submit a public GitHub repository for their working solution along with a brief video demonstration showing the system running end to end, and every team was required to attend Demo Day in person for judging. Demo Day itself ran Friday from 9:30 a.m. to 3 p.m. CDT, per hack.fwtx.city.
Judging was handled through a dedicated application that included team check-in, verified submissions, administrator stage controls, weighted scoring and public standings, according to the HackFW judging app's GitHub repository. Judges scored each project on five weighted axes using a 1-to-10 scale and could add private notes, with a live leaderboard updating across connected devices in real time. A Luma event listing for Demo Day said the day would include project demonstrations and chances for attendees to connect with participants and see what teams had learned.
TechFW's 25-Year Track Record
TechFW, which joined in sponsoring and hosting the challenge, is a nonprofit startup incubator and accelerator based in Fort Worth that has supported entrepreneurs since 1998. The organization works with scalable startups in biotech, hardware, AI, clean energy, software and emerging technologies, taking no equity from the companies it supports, and backs founders through expert-led programs, strategic mentorship and access to a broader community, according to the Fort Worth Report release and TechFW's own site, techfortworth.org, which describes 25 years of helping founders navigate the tech industry.
A TechFW representative identified in the release as McMinn said TechFW partners with its community to build solutions for manufacturing industries and support entrepreneurship, and said HackFW participants represent the current and future workforce and tomorrow's business leaders. McMinn added that several other key sponsors supported the event and that it was the first of many planned events of its kind, according to the release.
TechFW's broader portfolio reflects a similar focus on bridging startups and industry. The organization has supported more than 230 companies and says its pipeline has generated more than $3.2 billion in what it calls exit dollars, according to a separate Fort Worth Inc. report on the group's quarterly Tech Together pitch event, which has featured local startups including Bectas Theraeutics, Tremedics Medical Devices, Nspire Medical Technologies and Portal Aircraft.
