ENGINEERING DEEP-DIVES

Case studies.

Long-form engineering writeups on the infrastructure Tileterra Systems has shipped. Architecture decisions, deduplication algorithms, AI pipeline design, schema strategy, and the bugs that taught us what we know now. Written for engineers, not for marketers.

CASE STUDY 18 min read

iranwarlive: Engineering a real-time OSINT platform in 200 hours

How Tileterra Systems engineered iranwarlive.com from concept to live deployment in 8 hours, then refined the five-parameter Circuit Breaker deduplication, two-hour Gemini classification pipeline, and AEO-first content architecture across 200 hours of focused engineering work.

OSINT Cloudflare Workers Gemini Deduplication AEO

Published 2026-04-25

Format Engineering deep-dive

More case studies on the way

ww3chance methodology breakdown, AI Employee Network architecture, and the nipahwatch verification pipeline are queued for publication. Bookmark this page or check back later in 2026.

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