All articles tagged with architecture
Executives fear downtime. Engineers fear blame. The result? A $30B cloud waste crisis hiding bad code, zombie instances, and architectural decay. Here's why throwing hardware at problems isn't engineering, it's cowardice with a corporate card.
Tech Twitter pushes Next.js and serverless like it's the only way to ship. But coupling your frontend and backend into one framework isn't architecture, it's vendor lock-in with extra steps. Here's why separation of concerns still matters in 2024.
That "simple" chat feature? It's actually distributed systems hell disguised as a text input. Six months from now, you'll be debugging message ordering at 2am while your users wonder why Southeast Asia keeps getting duplicate notifications. Here's why most teams should never build chat, and what to do instead.
Functional tests said everything worked. Health checks returned green. Then I asked my agent its name and it told me it was Claude. Complete personality loss. Here's why personality diagnostics matter when your agent can pass every test while being completely empty inside.
Anthropic's Claude Cowork costs $100-200/month and runs entirely in the cloud. I built the same thing on a gaming laptop for pocket change per run. The trick: route 80% of your workload to free local models, pay cloud rates only for the synthesis stage that actually needs frontier intelligence.
Anthropic launched Claude Cowork. The market freaked. Meanwhile, I've been running similar agentic workflows from a gaming laptop for near-zero marginal cost. The secret? Not every AI task needs a frontier model.