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AI integrations & Workflows

AI agents, content pipelines, customer-facing chatbots

I help integrate AI into your products and workflows - not as fancy autocomplete, but as productivity leverage that saves time and returns measurable results. Provider-agnostic via Vercel AI Gateway.

What you'll get

  • Provider-agnostic model switching (Anthropic / OpenAI fallback)
  • Streaming UI with real observability
  • Structured output validated via Zod
  • Hard cost cap and rate limiting

Key features

Content pipelines

Outline → draft → SEO polish in three separate Claude calls. Better debugging, better cache hits, predictable quality.

Agentic chatbots

Customer-facing AI with embedding retrieval (RAG), structured output via generateObject, session persistence for analytics.

Streaming UI

Real-time streaming via Vercel AI SDK. Type-on cursor, markdown rendering on-the-fly, fallback polling if SSE fails.

Cost & rate limiting

Sliding-window rate limit via Upstash Redis, daily cost cap via AI Gateway, BotID on endpoints to block abuse.

6+

AI integrations in production

$5/d

cost cap default

78%

cache hit rate

Interested in this service?

Let's discuss where AI makes sense in your product - and where it doesn't.

Contact me