📅 Weekly Themes
| Week | Theme |
|---|---|
| Week 1 | Data Visualization & Interactions |
| Week 2 | Week 2: Tooling for AI Tools |
| Week 3 | Interactive Tutorials |
| Week 4 | Soundwave — Transmission of Identity Through Sound |
📅 Competition End Date: March 5th, 2026.
🏁 Need the board at a glance? Check the preliminary results page for standings, weekly momentum, and submission-level signals.
❓ New to the sprint? Start with FAQ & Tips on Competition for the countdown app, equipment notes, publishing expectations, and a lightweight weekly workflow.
🗒️ Field Notes
Spring into AI 2026: Preliminary Results
The competition scoreboard entered data review: competitors had a short window to verify submissions before medals and the final winner were settled.
Read note →Competition medals are set to arrive
A short Spring into AI logistics signal: the medals were on the way, turning the weekly sprint into a real finish-line experience for participants.
Read note →Week 1: Data Visualization & Interactions
The Spring into AI kickoff prompt: make data visible, add a meaningful interaction, and ship the lesson in public before the week runs out.
Read note →After four challenging weeks… a winner will soon be chosen!
A short scoreboard signal from the point where the Spring into AI sprint turned from weekly shipping into final judging.
Read note →Evan’s submission makes use of a new technique
A Week 3 note around Evan’s Kraken Memory-Smash submission and the technique-transfer signal behind it.
Read note →First submission in for Week 3: a mind palace builder
The first Interactive Tutorials receipt: an AI-powered Method of Loci app that turns memory practice into a guided experience.
Read note →A quick voice-to-text reminder for participants
A scoring nudge from Week 2: use focused YouTube walkthroughs to make code work visible and move the board with public proof-of-work.
Read note →📰 Latest Builds
🏢 No-human organizations: Agentic Companies — Eric Rhea
Eric’s Week 4 build connects Soundwave to no-human organizational design, with linked video, repo, and live demo.
Read more →🧠 Palace Radio — Myles Strait
Myles brings Palace Radio to Week 4 with a live demo, GitHub repo, Substack note, and LinkedIn update.
Read more →📡 Signal Relay — Evan Rhea
A multi-agent relay test that measures how identity and intent survive — or decay — across model handoffs.
Read more →🛰️ The Artifact — Kyle Sebestyen
Kyle’s Week 4 entry blends Soundwave’s transmission theme with a live build, repo, and video walkthrough.
Read more →📻 Crypto Radio — Jake Strait
The app for independent voices. Jake opens Week 4 first with a Soundwave-aligned build centered on transmission, identity, and signal.
Read more →⚓ LinkLevel — Kyle Sebestyen
Turn any article into a nautical survival adventure. Paste a URL, generate a voyage, battle bosses, and track XP. Learning that feels like a game — with a shoutout to Myles for the OpenAI integration inspiration.
Read more →🏛️ Memory Palace — Myles Strait
The ancient Method of Loci, powered by AI. Upload your room or use a template, tell the AI what to remember, explore, and quiz yourself. Learning by doing in under 60 seconds.
Read more →🎮 PromptQuest — Jake Strait
An 8-level game that teaches prompt engineering by doing: write prompts, get AI-evaluated feedback, iterate, and level up. Includes live demo + open-source repo.
Read more →🐙 Kraken Memory-Smash — Evan Rhea
Teach a friendly Kraken which coastal houses to smash, then test sequence memory in a browser game loop.
Read more →🌱 Growing your Software from Seeds — Eric Rhea
A context-seeding workflow for AI software creation: architecture first, expertise seeds, then agentic build execution at scale.
Read more →🧰 Week 2 in Review
The Week 2 roundup: markdown-as-deployment, AI-authored tools, and the submissions that made Tools for AI Tools feel real.
Read more →🥗 Thanos Fix — Evan Rhea
An agent tool that deletes exactly half your codebase. A chaotic submission for the "Tools for AI Tools" week — perfectly balanced, as all things should be.
Read more →Skill Directory -- Myles Strait
A browsable catalog and machine-readable API for AI agents to discover skills. Infrastructure that makes "which skill do I use?" answerable across the ecosystem.
Read more →🗄️ SQL Server DB Profiler Skill — Kyle Sebestyen
An AI-invokable database profiler that lives in your IDE. Ask your agent "DTUs comin in hot!" and get a synopsis of top offending queries with tuning recommendations.
Read more →🎵 AI Music Skills — Tools for AI Tools
Eric's Week 2 submission: ElevenLabs music generation and Git Jukebox. AI assistants can generate soundtracks from text prompts and turn every git commit into music. Built by Kira, shipped fast.
Read more →🥇 Crypto Market Agent Skill — Jake Strait
Open-source Agent Skill that gives AI coding assistants live crypto market data. Designed for AI users: JSON output, --help flags, decision trees. Works with Claude Code, Cursor, Copilot, Codex, and 20+ other tools.
Read more →Spring into AI Submission: Web3 Crypto Dashboard
Jake Strait's submission features live CoinGecko feeds, interactive charts, and the first cross-competitor bonus. References Myles' ChartSlice — proving cooperation confers advantage.
Read more →Astromech Splicer Panel — Multi-Agent AI Workflow
Eric's second submission: a Star Wars-inspired audio visualizer built with ChatGPT → Claude → Codex pipeline. 626-line engineering prompt, 13 spec files, zero React. Pure HTML/CSS/JS browser magic.
Read more →Audio FFT Visualizer — $8,500 Aesthetic, $0 Hand-Coding
Kyle's second submission: a spectrum analyzer with brushed metal UI. Claude for code, ChatGPT for design, Web Audio API for the magic. Flash-era MP3 visualizers meet 2026 AI workflows.
Read more →SkyStats — airplane visualizations
Kyle Sebestyen’s Vercel V0-built aircraft intelligence dashboard turns generated flight data into a Three.js globe, filters, charts, and live-feeling airplane visualizations.
Read more →Calorie Tracker — Burn Calories, Not Tokens
Evan Rhea combines Codex and GitHub Copilot to build a cross-platform calorie visualization app. Python, FastAPI, React — and a journey from Windows to Mac via AI transcription.
Read more →🥧 Competition Update 2/12: Slices of Pie
A standings snapshot from early Week 1, with the simplest operating advice: ship now, iterate later, and watch how leverage changes the board.
Read more →OpenClaw Session Analyzer — A "Session X-Ray"
A client-side dashboard that turns Open Claw session logs into brutally honest charts. The first surprise? 40,000 average tokens per turn. That's not chatting—it's a leaf blower strapped to the context window.
Read more →ChartSlice — A Real First Mover Advantage
Myles Strait plunged right into ship-first mindset, putting up the first points on the competitive game board. A masterclass in disciplined Week 1 execution.
Read more →Ready to Compete?
Join the 5-week ship-every-week competition. Build real things, share what you learn, and stack reps.