Devigner
Dev instincts. Designer eyes. No sacred rules.
Dev instincts.Designer eyes.No sacred rules.
When to use Anthropic's Fable instead of Opus or Sonnet?
Your coding agent chokes on long, ambiguous technical tasks that need to run unattended.
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Articles
All articles- WorkflowVercel
When to use Anthropic's Fable instead of Opus or Sonnet?
Your coding agent chokes on long, ambiguous technical tasks that need to run unattended.
- WorkflowClaude Code
When to use a settings file instead of per-session flags?
Sessions started under claude remote-control drift from your intended config until you apply one settings file to every session it spawns.
- VerificationVercel
When to use decision models instead of language models?
Teams burn budget and latency on LLMs for quick judgment calls like classification and scoring, when decision models do it at about 1/70th the cost per request.
- QualityVercel
Why does streaming agent UI still leave you rebuilding cards per
Chat agents that output rich UI force you to maintain separate message components for Slack, Teams, and every other surface.
Thoughts
All thoughtsMy unattended agent runs kept dying silently, and it took me too long to realize a permission prompt was the culprit: the process waits forever instead of failing loudly. Now I treat every headless run as needing an explicit permission mode, set up front, before I trust it in CI. If a tool can block on a human, that's a hang in any script, so I design for that assumption from the start.
Retry queues sound safe until surge traffic turns them into a deadline killer. When AI calls hit provider rate limits, the queue silently swallows hours you budgeted for debugging. I now plan for burst capacity up front, or shed load deliberately, instead of trusting retries to absorb the spike.
I lost an hour of agent reasoning the moment OpenCode restarted, and realized I'd been treating the terminal as durable storage when it never was. Scrollback is context too: without it, I can't audit what the agent actually did versus what it claims. Now I check whether a tool persists history before I trust it with long tasks.
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