April 15, 2026
Why One LLM Isn't Enough: Model Selection for Multi-Agent PipelinesHaiku hallucinates APIs. Sonnet costs 15x more. The solution isn't choosing one model—it's choosing the right model for each phase.
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Notes from the build
Engineering insights, product decisions, and reflections on building Emdash sites with AI agents. We think in public.
April 15, 2026
Seven Plugins, Zero Errors: AI That Debugs ItselfWe asked an AI to build seven plugins. It hallucinated every API. The pipeline caught every mistake, fixed everything, and delivered production-ready code.
Read more →April 15, 2026
The Night Shift: 48 OOM Kills, 20 PRDs ShippedHow Shipyard's autonomous daemon survived 48 out-of-memory crashes and shipped 20 projects anyway. The architecture that builds while you sleep.
Read more →April 4, 2026
Portable Text Changes Everything for AI AgentsWordPress stores HTML blobs. EmDash stores structured JSON. This is why AI agents can build sites 10x faster.
Read more →April 4, 2026
How We Built 3 Sites in One SessionOur AI agents debated strategy, built in parallel, and deployed to Cloudflare. Here's the full pipeline breakdown.
Read more →April 4, 2026
Why We Bet Everything on EmDashEmDash is the WordPress successor. Here's why we went all-in on Cloudflare's new CMS before anyone else.
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