Read the signal.
Build the tool.
Ship in days.
Aylith is a lab for turning demand signals into shipped AI tools. Inputs: 138+ launches analyzed. Outputs: the portfolio below. Cadence: days, not quarters.
The loop
Three steps, repeated. Most signals don't survive step two. Most builds don't survive step three. The portfolio below is what survived both.
- 01
Listen
Comments under product launches. Reviews that name what's missing. Threads where the same complaint shows up three times in a row. 138+ launches monitored to date.
- 02
Pattern
A signal that turns up in three independent launches is a candidate. A candidate that survives a weekend of building is a product. Most candidates don't.
- 03
Ship
Public from day one. No private beta, no waitlist, no launch email. If it works, the next signal is already queued.
What shipped
SEVEN CATEGORIES · NEWEST FIRST
Bract
The Vercel for AI Agents
One CLI command to deploy an AI agent with persistent memory, built-in observability, and automatic scaling — all for under $20/month.
Compokit
AI design-to-code that speaks your component language
Generate production-ready frontend code using your existing design system. Not generic HTML — your components, your tokens, your patterns.
Specwatch
Your codebase never ships uncovered
A local-first AI testing CLI that watches your code and automatically generates, updates, and maintains test suites as you develop.
Tickets
File a ticket, hand it to your coding agent
A pluggable personal issue tracker that turns "I should fix that" moments into agent work. File a ticket in the browser or a terminal TUI, then copy a composed prompt or open a terminal already running your coding agent on it — with AI enrichment, git-backed history, and before/after media.
From git push to published announcement
Speak messy. Get clean.
Turn any website into a structured API
Talk to your database in plain English
Your AI. Your hardware. Your rules.
Upload any document. Get structured data.
Your AI wellness companion
The self-building serpent
Universal data migration, powered by AI agents
One platform. Total cohesion.
Wisdom in action. Do what matters.
Know what's mine.
Autonomous multi-agent SDLC
Can AI do this?
Your prompt & agent library
Your personal knowledge base
An index for every repo you own
A day worth keeping
A CRM light enough to actually use
Bookmarks you will find again
A local-first prompt operating system
See everything your agents built while you were away
Your clipboard history, queryable by anything
Versioned backup + source-of-truth for media.aylith.com (changelog screenshots)
An agent-aware terminal. Every session flies its status. SolidJS + Tauri, with an agent-status engine at its core.