idea → production in ~1 month
LinkLibrary
2026
A consumer web app that turns messy web pages into structured records.
Paste a link to a web page, such as a shop's product page, and get a clean, structured record to save and organise. Taken from idea to production in about a month.
screens
key decisions
foundation
Built on SaasFoundation, so auth, queues, CI and deploys were already there.
cheap first
Deterministic parsers first, the model only on a miss, so most pages cost nothing.
cost control
Account tiers with quotas and rate limits, and every model call costed.
where ai comes in
ai in the product
- ›Tool-using agents for extraction and classification
- ›Category embeddings in pgvector
- ›An MCP eval server: an agent reviews production parse runs and proposes prompt fixes
ai in the build
- ›Playwright MCP for browser checks
- ›Autonomous agent runs, each with a post-mortem
stack
laravelreacttypescriptpostgrespgvectorredisclaude haikularavel cloud