# EveryTech
> EveryTech helps companies scale by designing, building, and operating large-scale software systems, with AI taken to governed production.
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About](https://everytech.io/about.md) - A tier-one AI architecture and modernization firm built exclusively for enterprise systems under load, led by founder and principal architect JE Ramos.
- [Request an architectural briefing](https://everytech.io/briefing.md) - Request a direct, no-obligation architectural briefing with JE Ramos: a technical read on your AI initiative, architecture, or scaling bottleneck.
- [Case studies](https://everytech.io/case-studies.md) - The full archive: telecom BSS, airline platforms, hyper-growth scale, incident recovery, and AI in governed production.
- [Engagements](https://everytech.io/work-with-me.md) - How to engage EveryTech: a one-week Architecture Sprint, a 30-day Legacy and Scale Overhaul, a Dedicated Principal Partner retainer, or an embedded enterprise mandate. Scope and price are set in the briefing.

## Posts
- [An AI Knowledge Assistant for a Telecom BSS Platform](https://everytech.io/telco-bss-knowledge-assistant.md) - Built 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.
- [When Live Telecom Sessions Silently Stopped Getting Policy Updates: An RCA](https://everytech.io/telco-ttl-aged-session-index-rca.md) - Root-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.
- [A Client-Facing Security Disclosure for a Telecom AI Product](https://everytech.io/telco-ai-security-disclosure.md) - Ran 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.
- [Intent Engineering: High First-Pass Quality from Autonomous AI Content](https://everytech.io/intent-engineering-ai-content-quality.md) - Turned 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.
- [Three Telecom Production Workstreams, Landed Under SLA at Once](https://everytech.io/telco-platinum-sla-incident-and-security.md) - Ran 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.
- [Building a Production RAG Knowledge Base Over a Large Codebase](https://everytech.io/production-rag-knowledge-base.md) - Built 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.
- [Emergency Recovery of a Telecom Charging Platform Under Client Escalation](https://everytech.io/telco-charging-entropy-recovery-rca.md) - Traced 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.
- [Server-Driven UI for a National Airline's Mobile App](https://everytech.io/airline-sdui-mobile-platform.md) - Co-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.
- [Modernizing a National Airline's Android App: Dagger to Hilt at Scale](https://everytech.io/airline-android-dagger-hilt-modernization.md) - Led 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.
- [Scaling a Social Platform Through Celebrity-Driven Hyper-Growth](https://everytech.io/social-platform-scale-30m-users.md) - Helped scale a high-growth social-commerce platform through explosive, celebrity-driven traffic with an all-in cloud migration, scaling chat capacity from 100K to 1M concurrent users at controlled cost (AWS-documented).

## Optional
- [RSS Feed](https://everytech.io/rss/)
- [Sitemap](https://everytech.io/sitemap.xml)
- [Full content of pages and posts](https://everytech.io/llms-full.txt)