Quick wins for a faster PC:
Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →iTechGuides is reader-supported. When you buy through links on our site, we may earn an affiliate commission. As an Amazon Associate I earn from qualifying purchases. Learn more
At a student hackathon described by organizer Maurizio Argoneto, teams could not open an IDE until a mentor approved their written specification. The rule put 90 minutes of planning ahead of an eight-hour build, making the event a test of defining a problem and checking AI-generated work—not simply typing quickly. It is an organizer’s retrospective, not an independently verified report or a controlled comparison of hackathon formats.
What the “no coding before approval” rule required
GDG Basilicata, the IEEE Student Branch at the University of Basilicata, and the university’s Department of Sciences organized the event for a room sized for 50–80 people, according to Argoneto’s account. Teams of three or four had an eight-hour build period and were expected to use Google’s Gemini models.
Before coding, each team spent 90 minutes writing a specification. The SPEC.md document covered:
- The problem and intended audience
- Functional requirements—the actions or capabilities the product needed
- Non-functional constraints
- Architecture
- Expected output
A mentor had to approve the document before the team could start coding. The template gave less-experienced participants a starting structure, while approval ensured teams had discussed what they intended to make. That design choice is the central point of Argoneto’s retrospective, rather than evidence that the format outperforms other kinds of hackathons.
#1 Best Overall
- Inspiring Dream Team Earthtone Aesthetics: these spiral notebooks feature a palette of 12 soothing earthy shades (2 of each), blending professional elegance with a warm, modern touch; Each cover is gold stamped with the "Dream Team" slogan and its powerful definition, instantly transforming a simple office supply into a symbol of unity and collective pride
- Multifunctional A5 Portability: This A5 Dream Team Blank Spiral Notebook is easy to carry and is the ideal travel companion; whether in an office meeting or on a trip, you can easily put it in your backpack or handbag to record important information anytime, anywhere
- Smooth Writing Experience: spiral binding and 50 sheets(100 pages) of ink resistant lined paper provide a smooth and uninterrupted writing experience; Durable and tear-resistant, these notebooks are ideal for extended note-taking, brainstorming, or creative brainstorming sessions
- High-value, large-package: This Dream Team Gifts set includes 24 notebooks, allowing you to share positive energy with colleagues or team members. Whether as a welcome gift to the team, best team ever gifts, team appreciation gifts, or to express gratitude, this set of notebooks can convey love, hope, and encouragement in any professional setting
- Thoughtful Gratitude Present: expressing your care for your team with the "Dream Team" notebooks is the nice choice for employee recognition or team celebrations; Whether for special occasions or work anniversaries, these notebooks express gratitude and positive team spirit in a practical and meaningful way
How teams used AI coding tools after sign-off
The event used a cloud-first setup: participants redeemed Google AI Studio API keys and worked in a browser, avoiding local GPU-driver setup and model-weight installation. After approval, teams could use Google Antigravity, Cursor, or VS Code with Gemini Code Assist, as named in the account.
The coding agent read the team’s SPEC.md, scaffolded an application, and helped connect Gemini API calls. Participants then checked the generated work against their own stated requirements. In this format, the spec served as a reference for deciding whether the prototype was on target; it did not remove the need to inspect and evaluate what the tools produced.
Rank #2
- Durable Hardcover & Smooth Pages Sized at 5.5 × 8.3 inches, this spiral notebook features a sturdy hardcover and smooth, high-quality paper that provides a comfortable writing experience. Ideal for everyday note-taking, journaling, or planning.
- Stylish & Eye-Catching Design Designed with a unique and visually appealing cover, this notebook adds personality to your desk or bag. The artistic design makes writing more enjoyable while giving your workspace a stylish touch.
- Lightweight & Easy to Carry Compact and portable, it slips easily into backpacks, tote bags, or briefcases. Perfect for work, school, travel, meetings, or writing ideas at your favorite coffee shop.
- Versatile for Everyday Use Great for note-taking, journaling, sketching, brainstorming, or planning projects. Whether you’re a student, professional, artist, or creative thinker, this notebook adapts to your daily needs.
- Thoughtful Gift Idea A practical yet stylish gift for friends, coworkers, students, writers, or family members. Perfect for birthdays, holidays, or anyone who loves staying organized and capturing ideas.
What teams could build and present
Projects had to be a web app, dashboard, or AI agent, and teams chose among four tracks:
The Tool Desk
Outbyte Driver Updater FREEFix the driver behind crashes, sound loss and screen glitchesFind Drivers →Outbyte PC Repair FREEClear out junk files and repair common Windows errorsFree Scan →- Tools for university study
- Local-government and territory services
- Autonomous agents
- Multimodal applications involving text, image, audio, or code
For pitch preparation, teams could upload their specification, code, and documentation to NotebookLM. Argoneto says it could generate a three-minute pitch script, a Q&A FAQ, and an optional audio overview. These were preparation aids; the account does not say they replaced the live presentation or judges’ evaluation.
Rank #3
- Package Contents: you will receive 24 sets of bulk team appreciation gift notebooks, about 3.94 x 5.51 inches/ 10 x 14 cm, 100 sheets ( 200 pages) per journal; Bulk notebook gift sets are suitable for corporate team gift purchases, motivational quotes help motivate and encourage your employees; Please note that some straps are stuck to the paper; Please remove them carefully so as not to affect normal usage
- Quality Materials: team motivation notebooks are made of quality PU Made of leather, the design is simple and classic, the cover is tough and textured, not easy to wear; The paper is sewn and bound, and the inner pages are thick and smooth to prevent ink from seeping out of the pages
- Employee Appreciation Gift: the cover of the appreciation leather notebook has inspirational words, which can inspire and increase the team's cooperation and cohesion; The warm and thankful words can inspire employees and increase their enthusiasm
- Exquisite Design: the team inspirational notepads gift is both practical and ornamental; You can easily put the motivational notebook gift in your pocket, bag, wallet, etc., and carry it with you to work, travel, meetings, study, business trips, and more
- Wide Application: this leather inspirational gift is widely applied for meetings, seminars, company events, personal notes, or team appreciation gifts; It is also suitable as a thank-you employee gift; A good gift for Thanksgiving, Christmas, and New Year
How the schedule and judging worked
The published schedule ran from venue checks and check-in through matchmaking, a keynote, spec writing and mentor sign-off, the coding sprint, integration and polish, and pitch preparation. Submission closed at 17:00. Live pitches were three minutes, followed by two minutes of Q&A per team. Organizers sent reminders at 60, 30, and 10 minutes before the deadline and automatically closed write access to the submission folder at 17:00.
Argoneto reports this scoring breakdown for the event. The figures are points out of 100, not general hackathon benchmarks:
Rank #4
- #Product Size# The size of the spiral notebook is 6.0" x 8.1" (20.5cm x 15cm), A5 size. It is lightweight and easy to carry, it's more convenient to carry out in handbag, schoolbag or backpack during study or work trips. Each of our spiral notebook has a total of 160 pages/80 sheets, very practical.
| Judged element | Points reported | What the account establishes |
|---|---|---|
SPEC.md |
35 of 100 | Argoneto says the rubric awarded this share to the written specification. |
| Pitch | 30 of 100 | Argoneto says the rubric awarded this share to the presentation. |
| Working demo | Not stated | The demo was judged, but the account does not give its point allocation. |
The listed shares do not account for all 100 points, and the account does not specify how the remaining points were allocated. It also does not provide comparative results showing whether this weighting changed project quality.
Recommended Free Tools
What organizers learned about running the event
The retrospective describes operational problems as well as the format. University Wi-Fi struggled with dozens of simultaneous connections. Organizers asked IT for a dedicated SSID in advance and kept a couple of 4G hotspots as backup. Some participants had difficulty redeeming Google AI Studio keys, so mentors carried spare keys. Teams unfamiliar with specification writing stalled early; the pre-filled template was intended to reduce that friction.
Best Value
- Work Gifts for Employees: the package includes 10 team appreciation notebooks that come in 5 different colors, including black, blue, navy, gray and brown, each notebook for employees contains 100 sheets/ 200 pages, there are enough quantities to meet your use needs and replacements
- Team Building Gifts for Employees: these inspiration notebooks are printed with the encouragement sentences with the hard cover and buckle, which can hold the page in place and easy to lay out flat, convenient for you to read or write; Please note that the magnetic buckle is close to the right side and do not fasten the buckle against the edge of the notebook, leaving space on the side for the pen
- Reliable Materials: the work notebooks are made of quality leather and lined paper, the surface is sturdy and reliable, not easy to fade or break, and the paper is smooth to write, providing you with a nice using experience
- Nice Gifts: you could send thanks appreciation gift notebooks to employees, coworkers, assistants, secretaries and many other people at some important festival or just in daily life, which can be applied for office, work, home, study and teaching
- Wide Application: the leather covers of these notebooks are waterproof, they are suitable for indoor and outdoor use, using them as journals, travel notebooks, business notebooks, study notebooks and so on as you want
Argoneto also identifies three changes the organizers would make next time: brief mentors earlier, allow more time for matchmaking, and define “multimodal” more clearly. Those are lessons from this event, not guarantees that the same measures will prevent similar problems elsewhere.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How the organizers divided responsibilities
Five named roles covered the event’s main work:
- Event Lead: coordination, university relations, and MC duties
- Logistics & Venue Lead: room, Wi-Fi, power strips, and catering
- Tech & Mentor Lead: API keys and participant guidance
- Marketing & Community Lead: graphics, social channels, and media
- Platform & Judging Lead: submissions and scoring materials
Mentors supported teams with specs, API access, and NotebookLM extraction; judges scored the submissions. The division makes clear that the approval gate depended on people and logistics, not just a document template.
What another hackathon organizer can take from it
The account offers planning considerations, not a proven formula. An organizer adapting the approach can decide these elements before the event:
- Choose the build environment: Browser-based cloud access reduced the need for local GPU and model installation at this event, but still depended on reliable internet and working account access.
- Budget the pre-build phase: This event reserved 90 minutes for specs and approval. The time needed elsewhere will depend on participant experience and project scope.
- Make approval actionable: A template can prompt teams to state the problem, audience, requirements, and expected output; mentors need a clear process and enough time to review submissions.
- Align judging with the event’s goals: This rubric gave 35 of 100 points to the spec and 30 of 100 to the pitch, while also judging the demo. Those weights express this event’s priorities, not a standard to copy blindly.
- Plan for failure modes: Check Wi-Fi capacity, prepare backup connectivity and API-key support, and make the submission deadline and lock procedure explicit.
- Assign owners: Venue, technical support, judging, and communications all need a named lead so teams know where to turn.
Argoneto’s line, “The deadline is not a suggestion,” captures the event’s firm 17:00 submission lock. The larger idea is that adding AI tools to a short build does not eliminate planning: it changes what teams must judge, coordinate, and deliver.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
