Writing
Recent notes.
11 notes, 5 per page.
Frontend
Next.js useOffline — Building Better Offline UX
Next.js 16.3's experimental useOffline keeps failed navigations, prefetches, and Server Actions pending instead of throwing — then retries when you're back online. Here's how the flag, the hook, and Partial Prefetching fit together.
AI
GPT-6 Astra — Capability Is Only Half the Launch
GPT-6 Astra is a step change for long-horizon agents — including building editable 3D scenes in Blender, handing them off to Unreal, and playtesting through MCP. Early September is also about Critical-tier cyber gating and a messy rollout.
AI
The July 2026 Model Wave — And What It Changes for Builders
Opus 5, GPT-5.6 Sol, and Kimi K3 landed in the same two weeks. No single model wins. Here's how I'm actually picking one.
Security
Your Coding Agent in CI Is a New Attack Surface
Black Hat 2026 showed that a public GitHub issue can reach CI secrets if an agent is wired into the pipeline. Isolation beats a smarter model.
Frontend
Next.js 16.3: Instant Navigations, 90% Less Dev RAM, and Agents as Users
16.3 (August 3) is the biggest Next release since 16.0. Cache Components plus Partial Prefetching, a saner Turbopack, and tooling that treats coding agents as first-class.