// claude api integration
The Claude API, in production.
Getting a demo working against the Claude API takes an afternoon. Getting it to production — structured output that never breaks your parser, tool use that fails safely, token costs that don't surprise you at month's end — is engineering. That's the part we sell.
Verified in the wild: our own consumer SaaS generates personalized reports through an LLM pipeline with schema-coerced output rendered to PDF, behind Stripe. Our client sites publish scheduled Claude-written content daily, unattended. These systems have run for months without a human in the loop.
What we implement
model responses your code can trust, with retry and validation layers for the cases the model fumbles.
Claude reading your database, calling your APIs, acting inside guardrails you define.
before an AI feature ships, we measure it. Prompt changes get regression-tested like code, because they are code.
model tiering, caching, and batching. The difference between a $40/month feature and a $4,000/month one is usually design, not usage.
Stack
TypeScript and Python. Anthropic SDK, MCP, structured output, streaming. Vercel and AWS (certified). We integrate with what you already run — Next.js, Node, Postgres, or the spreadsheet-and-email stack a lot of real businesses actually live on.
Scoped integrations from $5,000. studio@anchor163.com
studio@anchor163.com
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// live
lifepathcalculator.ai — consumer SaaS · Stripe-monetized · server-rendered PDF reports
brennantreeservice.org — writes its own morning note from live weather signals · 300+ pages