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us-east-1 threw elevated API errors this morning and half of Indian SaaS Twitter went quiet. Here are the 3 resilience patterns — multi-region failover, Route 53 health checks, an RPO/RTO matrix — we actually ship.
A working OpenAI function-calling chatbot wired into Freshdesk — order lookups, refund tickets, human handoff — built in a single Sunday on a small API budget. Full code, the 3 guardrails, and when not to ship it.
We pulled 412 Perplexity citations across 60 Indian B2B sites in June 2025. Freshness, FAQ schema, and a 100-word answer block did most of the work. The patterns, with numbers.
A 240-agent residential brokerage with 7 city offices replaced a stalled Salesforce rollout with a custom Next.js + PostgreSQL CRM in 11 weeks. The architecture, the cost math, the parts we cut.
A Pune manufacturing SMB onboarded vendors in 6 days. We wired n8n to validate PAN/GSTIN, push to Zoho Books, and ping Slack. New time: 90 minutes. The full 11-node build.
Meta switched WhatsApp Business API from conversation-based to per-message pricing on July 1, 2025. Here are the four budget shocks for a 50,000-msg/month Indian SMB, plus the worksheet we ran for a Jaipur D2C brand.
A practical mid-year tech checklist for Indian SMBs: stack health, security gaps, automation wins, and where to move the H2 FY26 budget — with the exact checks to run this week.
A weekend build: a Hindi WhatsApp sales bot for a Tier-2 car dealership that books test drives, answers EMI questions, and hands hot leads to a human — with the NLU and CRM wiring.
Build a B2B social media strategy that generates leads and establishes thought leadership—platform tactics, content frameworks, and measurement.
How we built a live order-tracking dashboard for a 38-kitchen cloud-kitchen brand: WebSocket pipeline, kitchen-load balancing, rider ETAs, and the ops KPIs that actually mattered.
A node-by-node n8n workflow that catches inbound bug reports, classifies severity with Claude, opens a Linear ticket, and routes it in Slack — with the prompt and failure modes.
Scattered Spider hit Hawaiian Airlines, WestJet, and Qantas through help-desk social engineering in June 2025. The vector — a phone call that gets a password or MFA device reset. A 5-step verification drill any Indian support team can run this week.
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