React Server Components, two years in: the patterns that survived
We migrated 4 production apps to RSC. Here's what stuck, what we ripped out, and the data-fetching pattern we'd recommend to a friend.
┌─────────────────────────┐
│ agent.run({ goal }) │
│ ↓ │
│ ┌─ plan ──────────┐ │
│ │ tools: [7] │ │
│ │ iter: 1/12 │ │
│ └─────────────────┘ │
│ ↓ │
│ execute → observe │
│ ↓ │
│ ✓ task complete │
└─────────────────────────┘
Why your AI agent keeps lying — and how we fixed it with eval harnesses
Eight months running production agents taught us more about LLM failure modes than any benchmark. Here's the eval architecture we use to catch hallucinations before they reach users.
READ ARTICLE