The Small Team AI Advantage
AI agents don't just level the playing field for small teams—they tilt it. Here's why a 5-person startup with the right AI stack can out-operate a 50-person company.
System design, technical decisions, and the infrastructure that powers Dench.
CRM software has been expensive, complex, and largely managed by humans. AI is eating all three assumptions. Here's what happens to the category and who wins.
aiSkeptics keep predicting an AI winter. They're wrong. Here's a structural analysis of why this AI wave is fundamentally different from every previous one.
productEvery software generation has a defining architecture. The next one is local-first, AI-native, and agent-operated. Here's what that looks like in practice.
Everyone says 'AI agent' but most products are still AI assistants. Here's exactly what separates them—and why the difference matters for how you build and buy AI products.
productThe loading spinner is a design pattern that reflects a broken assumption: that software should be slow. Local-first software makes it unnecessary.
aiWhen AI can generate working software from a description, the code itself stops being the moat. What actually creates value when software is cheap to produce? Here's the new playbook.
DuckDB extensions add capabilities like full-text search, spatial data, Excel export, and more. Here's a complete guide to the most useful extensions.
aiEvery software interface in history has been a translation layer. Natural language removes the translation requirement entirely. Here's what that means for software design.
local-firstApple's M-series chips didn't just make Macs faster. They changed what's architecturally possible for local-first applications—especially AI-powered ones.
By 2027, not having an AI agent will be like not having a website in 2005. Here's why every company—startup or enterprise—will operate with an agent at its core.
aiWe've spent 50 years optimizing databases to store and retrieve data. Now the AI context window is the most important storage layer in software. Here's why that changes everything.
engineeringDuckDB vs Snowflake: when you need a $0 local database vs a $2,000+/month cloud warehouse. A practical guide with real trade-offs and decision criteria.
aiAI tools require humans to operate them. AI agents operate on behalf of humans. That distinction changes everything about how work gets done.
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