Posts tagged #api
Building AI Dashboards with Next.js and Vercel AI SDK
How I build internal AI dashboards for clients using Next.js, Vercel AI SDK, and structured output — from streaming chat to actionable data views.
Claude Structured Output JSON Schema: Complete Guide
A complete guide to Claude structured output with JSON Schema, including output_config.format, schema design, practical examples, and when to use strict tool use instead.
Web Scraping in 2026: Practical Patterns That Still Work
A pragmatic guide to web scraping in 2026, focused on the patterns that still work: stable selectors, retries, respectful rate control, and failure-aware pipelines.
Structured Output with Claude API: Beyond Chat Completions
A practical guide to Claude API structured outputs using JSON Schema, when to use them instead of plain chat completions, and how they simplify production AI pipelines.
API Integration Patterns: Handling Rate Limits, Retries, and Failures
A practical guide to API integration patterns that actually matter in production: rate limiting, retries, timeouts, idempotency, and failure classification.
The First Three Things I Fix in AI API Routes
Three practical fixes I make first in AI API routes: validation, output shape, and failure handling, with examples for TypeScript backends.
5 Automation Patterns I Use in Every Freelance Project
Five practical automation patterns I keep reusing in freelance builds, from validation and idempotency to structured AI output and audit logs.