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A booking app needs more than a good-looking home screen. Google Stitch gives you a place to explore the screens, flow and design rules before implementation.

Sonnet 5.5 and GPT-6.1 Sol arrived on September 28–29 with matching base API rates. Compare access, long-context costs and integration changes before your first trial.

Choose Claude Code, Codex or Google Antigravity by phone continuity, visible UI work, recovery and review time. An editor's observations, with a short trial to test your own workflow.

Find saved GPT-5.5 selections in Codex defaults, agents, scheduled tasks and scripts, then verify an available replacement after the October 14 cutoff.

A Codex credit rate is not a per-task bill. Compare Sol and Luna on accepted work, retries, review time and actual account usage.

Opus 5.5 has lower API token rates than Opus 5. Here is how to count cache use, retries and accepted work before predicting an agent's real cost.

Download ten synthetic intake cases and a pilot log. Rehearse duplicates, missing details, old prices and human handoffs before an AI workflow goes live.

Opus 5.5 changes more than the model ID. Check thinking, tool choice, fallback conversations and computer use before moving an agent to production.

Sol and Luna serve different jobs. Here is a practical way to route complex coding and focused repeatable work while measuring review time and retries.

A head-to-head coding-agent pilot should measure accepted changes, recovery, review time and actual cost under comparable task conditions.

For a client intake handoff, compare Make and n8n by who notices a failed run, how the team repairs it and whether a retry creates a duplicate task.

A useful AI pilot has a baseline, an owner, explicit review and stop rules, and a decision date. This guide shows a small team what to record before expanding a workflow.