Insights
Articles on the technical decisions that move AI and platform programs into production.
An EveryTech principal consultant helped scale a social-commerce platform past 10 million registered users and increase simultaneous chat capacity from 100,000 to 1 million. AWS documented the capacity increase.
Read case studyCo-architected a server-driven UI platform for a national airline's mobile app so screens ship from the backend without an app-store release, with an Android modernization underneath. Exact figures and architecture inside.
Read case studyLed a zero-downtime dependency-injection modernization across a national airline's Android app, plus the CI and snapshot-testing work that made it safe to ship. Module counts and build metrics inside.
Read case studyBuilt an internal AI knowledge assistant and the RAG ingestion and evaluation pipeline behind it for a telecom BSS platform, so technical consultants get grounded answers instead of digging through wikis. Exact figures and architecture inside.
Read case studyBuilt a production retrieval-augmented knowledge base over a large multi-repository engineering codebase and document corpus, with dual embeddings, header-aware chunking, and a medallion pipeline. Exact scale and architecture inside.
Read case studyTurned an autonomous AI content pipeline from mostly-unusable to mostly-passing by encoding success criteria as machine-readable intent specs, with a maker and judge loop and a scored quality gate. Exact pass rates inside.
Read case studyRan the security testing for a regional telecom operator's AI product release and produced the client-facing disclosure and report that turned scan output into a rollout decision, plus a standing re-scan gate. Tooling and findings inside.
Read case studyRan three production-critical telecom workstreams in parallel under SLA pressure, a platinum-SLA outage restoration with RCA, a hypercare stabilization lane, and a customer-facing security disclosure, and landed all three.
Read case studyLed the RCA on a six-figure payments incident that was failing hundreds of customer transactions, drove validated recovery and prevention, and stood up engineering governance for a two-squad org without slowing delivery.
Read case studyTraced a live charging-platform stall at a telecom operator to a host-level systems failure beneath the application, ran the emergency recovery under client escalation, and authored the client-facing RCA series. Mechanism and metrics inside.
Read case studyRoot-caused why live policy changes silently failed for long-lived telecom broadband sessions, isolated the cause with a cross-customer control, and fixed it with configuration only. The mechanism and proof are in the full write-up.
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