Expert insights on technology, development best practices, and digital marketing strategies.
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A small-sample 60-day longitudinal study of 14 Indian B2B sites that added llms.txt in late August 2025. Attribution-tracker output, the next bet, and what the data does not show.
A Hyderabad CA firm (220 staff, 14 years of GST circulars) shipped an internal RAG bot in 6 weeks. Claude Sonnet 4.5 + LlamaIndex + Qdrant. The ingest pipeline, the citation-required prompt, and 71% adoption by week 8.
A Jaipur travel aggregator (90 agents, 28k yearly bookings) shipped their CRM during the post-Diwali Oct 22 to Nov 14 slow window. The 4 modules we built first, the data-migration script, and the phased rollout.
A 17-node n8n workflow that watches a Drive folder, runs Claude Sonnet Vision on each invoice PDF, validates the extracted JSON, and posts vouchers to Tally with human-in-the-loop fallback. Low monthly cost.
Diwali week is over. GSTR-3B is due Nov 20. Patch backlog is a week behind, off-boarding gaps are a fortnight behind. The 9 cyber-hygiene checks Indian SMBs almost always skip in festive-recovery week.
Production-tested Kubernetes best practices for resource management, security, deployments, and cost optimization in 2025.
On Lakshmi Puja Diwali day, every Indian app is firing aggressive festive notifications. Inside TalkDrill's festive-mode push cadence, automatic streak shields, and what we learned from Eid 2025.
AWS US-EAST-1 had a 15-hour DynamoDB outage starting at 11:48 PM PDT Oct 19 — and it cascaded across 70+ services. On Diwali eve. Region-redundancy patterns that are NOT multi-region overkill.
A Sivakasi crackers aggregator brought 9 sellers onto one Next.js marketplace before Diwali 2025. Split-shipment logic, per-vendor SLA, WhatsApp tracking. ₹8.4 cr GMV in 11 days, zero stockouts.
Dhanteras 2025 is October 18 — the auspicious tech-buying day. Six things an Indian SMB should buy online today, with 90-day payback math and what to skip.
A 9-page diagnostic sheet for Indian B2B sites that rank top-3 on Google but earn zero Perplexity citations. The SEO/GEO gap, the visual scoring grid, and the fixes that move the needle.
A Mumbai insurance broker's RAG bot was answering "I don't know" 38% of the time. We rebuilt the chunking, retrieval, reranker, and a 5-line eval harness to catch drift. New rate: 11%.
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