We are witnessing the most significant shift in software development since the introduction of cloud computing—and this time, the advantage goes to the small and nimble. For the first time in tech history, a single founder with the right AI tools can build products that would have required a 20-person engineering team just three years ago.
123456789101112import Anthropic from '@anthropic-ai/sdk'; import { createClient } from '@supabase/supabase-js'; const anthropic = new Anthropic(); const supabase = createClient(process.env.SUPABASE_URL!, process.env.SUPABASE_KEY!); async function handleCustomerQuery(query: string, customerId: string) { // Fetch customer context const { data: customer } = await supabase .from('customers') .select('name, plan, previous_tickets') .eq('id', customerId)
123456789101112// Simple cost-aware AI feature management interface AIFeatureConfig { name: string; enabled: boolean; maxDailyTokens: number; currentUsage: number; fallbackBehavior: 'disable' | 'queue' | 'basic'; } class AIFeatureManager { private features: Map<string, AIFeatureConfig> = new Map();
123456789101112interface AIFeedback { outputId: string; userId: string; rating: 'helpful' | 'not_helpful'; reason?: string; prompt: string; output: string; model: string; timestamp: Date; } async function recordAIFeedback(feedback: AIFeedback) {