
Nov. 2026
Call It: an agent that watches your game through OBS and runs your Twitch chat's prediction bets, opening, locking, paying out and clipping the moment, on any channel with no Affiliate needed
Entry for the Codex x TwitchCon Hackathon. I used to stream WoW on a small channel, and mid-pull, with both hands on the keyboard, my chat could only watch. Twitch has a betting game for exactly…
OpenAI gpt-5.4-miniOpenAI gpt-6.1-solTwitch EventSub over WebSocketTwitch Device Code Grant login+3

Oct. 2026
Possessed: a GitHub Action where Gemma 4 reads the links your status-code checker already passed, and points the ones that now open a casino back at the Internet Archive's original
Entry for the DEV Hacktoberfest Open-Source AI Challenge, Week 4: Ghost in the Machine. design-resources-for-developers is a list of links with 67,000 stars, and its link checker passes. Click…
Gemma 4EmbeddingGemma for triageQwen 3.5 4BPython+3

Oct. 2026
Swatchless: a hair retailer's stylist answers "which shade matches me?" with the customer wearing it, measured and rendered by YouCam, picked by Claude from 973 real pieces
Entry for the YouCam API Skin AI & eCommerce VTO Hackathon (Perfect Corp, Devpost). A stylist on an online hair retailer's "Text a Stylist" line gets the same message most mornings: a selfie, a…
YouCam hair APIsClaude Opus 5.5Next.jsPython ingest+4

Oct. 2026
Last Seen: an eleven-year-old drone finds a person from one photo with OpenCV 5, asks a human "Is this them?", and only then follows
Entry for the OpenCV AI Competition 2026. Picture a search coordinator at a park at dusk: a man with dementia walked away from his care home an hour ago, she has one photo from this morning and one…
OpenCV 5OpenCV camera modelClaude as the mission agentPython brain+3

Oct. 2026
Still Works: Actual Budget moved onto GitLab, where GitLab Duo writes browser checks from what production already does and a release only ships if it still does all of it
Entry for the GitLab Transcend Hackathon, Life After Code (Path B, Hands-off). In July 2025 Actual Budget shipped version 25.7.0, and typing 10.23 into the amount of a new schedule saved 1,023…
GitLab Duo Agent PlatformGitLab Duo Code ReviewGitLab CI/CD across all nine stagesGoogle Cloud Run+2

Oct. 2026
Spare Thumbs: Gemma 4 on my laptop answers "can we move the meeting?" in my words, from my real Google Calendar, and never offers a time I am already booked
Entry for the DEV Hacktoberfest Open-Source AI Challenge, Week 3: Slow and Steady, where the theme rewards laziness. Clients move meetings at night: "something came up Thursday, could we do Friday…
Gemma 4EmbeddingGemmaPython 3.11 agent loopGmail API+3

Oct. 2026
Floodplain: run before openai 3.0.0 shipped, it finds the 3 packages the release breaks, and NVIDIA Nemotron writes fixes their own test suites pass
Entry for the Nebius x NVIDIA Global AI Hackathon (October 2026), Coding and Agentic Engineering track. At 01:55 UTC on 12 August 2026, openai 3.0.0 swapped its HTTP library from httpx to httpx2.…
NVIDIA Nemotron 3 NanoNebius Token Factory SandboxesTavily search and extractuv+3

Oct. 2026
Orvandel: an original browser MMORPG under a broken moon, where one click on Wake now puts you in the world as a ready hero with no account, download or form
Entry for Build With AI: Basics 2026 on Devpost. Orvandel is an original browser MMORPG I started on October 9, 2026: levels 1 to 60, four nations with two races each, ten classes with a signature…
TypeScript end to endThree.js and WebGL 2 for the clientCloudflare WorkersClaude Code+3

Oct. 2026
Watermark: when a Ring flood sensor fires, a Ring camera records the water and the homeowner gets an evidence pack their insurer can use
Entry for the Ring track of Build, Ship, Shape: Amazon Developer Hackathon (October 2026), with the AWS Builder and Open Source mini-challenges. On June 20, 2026 the city sewer backed up into more…
Ring Partner APIringwireAmazon Rekognition DetectLabelsAWS IoT Core+4