How Claude Cowork Does My Job While I Walk the Kids to School
Five layers — files, plugins, sub-agents, memory, and scheduled tasks — that turn Claude Cowork from a chatbot into the coworker running ops before you've had coffee.
Posts
Your CRM's $2,500 Enrichment Feature Costs Me Half a Cent Per Contact
We built a contact enrichment pipeline for our Notion CRM using Apollo.io, HarvestAPI via Apify, and Zapier — for roughly $0–5/month. Here's the full architecture, the cost breakdown, and why CRM vendors charging $2–3K/year for the same capability is a broken model.
What I Learned Optimising a Multi-Turn AI Agent (the Hard Way)
Lessons from building multi-turn AI agents across Zapier Agents, Notion Custom Agents, and Relevance AI — covering context window management, system prompt bloat, sub-agent trade-offs, and context rot.
Skills > Prompts: How I Teach AI to Work My Way
How reusable AI skills across Claude, Notion, and Linear have replaced prompt engineering as the highest-leverage way to make AI tools actually useful.
What If Your CRM Worked the Way You Do?
We built a custom CRM in Notion — powered by 30+ Zapier automations, AI agents, and deep integrations — that tracks contacts, emails, meetings, deals, invoices, and leads automatically. Here's the full architecture.
The Future of Work Isn't (Fully) Agentic
When Meta's AI safety director lost 200 emails to a runaway agent, it wasn't a hack — it was context window compaction silently dropping her safety instruction. Here's why the future of automation is selectively agentic, and how to combine AI judgement with deterministic guardrails that actually hold.
