How Knoxx Foods Built the Operational Foundations for AI
How Knoxx Foods built the operational foundations that make AI actually useful.
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Featured Posts
How AI Coding Agents Are Redefining Automation
How the Zapier SDK and Notion Workers are evolving visual no-code builders into coding agents that write, deploy, and version integrations in minutes.
Why Notion Workers + Dashboards are my New BI Stack
After Notion's developer platform launch, Workers and Dashboards make a credible BI stack for most small teams. Why it's now my default recommendation, and where the warehouse-plus-Tableau setup still has the edge.
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.
How NTUC automated social listening with Zapier, OpenAI, and ExportComments
How NTUC cut hours of manual work by automating social media comment exports, AI analysis, and reporting
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(Claude) Design is my Passion
Two weeks with Anthropic's new design tool: on-brand decks, a morning website redesign, and a Nano Banana workaround for image generation.
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.
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.
