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Engineering & Architecture Insights

Deep-dive architectural blueprints, production case studies, and engineering practices from Throughout Technologies' core development pods.

Scaling Ruby on Rails Monoliths to 50M+ Monthly Background Jobs with Sidekiq & Postgres Partitioning
Sep 24, 2026
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2 MIN READ

Scaling Ruby on Rails Monoliths to 50M+ Monthly Background Jobs with Sidekiq & Postgres Partitioning

Architectural blueprint for scaling Rails 7+ applications under extreme throughput, optimizing ActiveRecord query bottlenecks, and managing Redis connection pools.

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Building Real-Time Speech-to-Speech AI Voice Agents with WebRTC & Low-Latency Telephony
Sep 15, 2026
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2 MIN READ

Building Real-Time Speech-to-Speech AI Voice Agents with WebRTC & Low-Latency Telephony

How we engineer sub-500ms voice calling bots for Hello24x7 using SIP trunking, streaming Whisper STT, fine-tuned LLMs, and neural voice synthesis.

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Next.js 16 App Router & Server Components: Enterprise Performance & Core Web Vitals
Aug 28, 2026
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1 MIN READ

Next.js 16 App Router & Server Components: Enterprise Performance & Core Web Vitals

A production guide to zero-layout-shift (CLS) rendering, streaming SSR, dynamic JSON-LD schema generation, and sub-second Time to First Byte (TTFB).

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Production RAG Architectures: Hybrid Dense & Sparse Vector Search with pgvector & Pinecone
Aug 11, 2026
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1 MIN READ

Production RAG Architectures: Hybrid Dense & Sparse Vector Search with pgvector & Pinecone

Eliminating hallucinations in enterprise AI agents using reciprocal rank fusion (RRF), semantic caching, and chunking optimization.

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Zero-Downtime Multi-Region Kubernetes (EKS) Deployments with Terraform & GitHub Actions
Jul 29, 2026
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1 MIN READ

Zero-Downtime Multi-Region Kubernetes (EKS) Deployments with Terraform & GitHub Actions

Automating immutable cloud infrastructure, blue-green canary rollouts, and multi-tier disaster recovery on AWS.

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Why Dedicated Engineering Squads Outperform Traditional IT Outsourcing in 2026
Jun 18, 2026
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1 MIN READ

Why Dedicated Engineering Squads Outperform Traditional IT Outsourcing in 2026

How high-growth startups and enterprises accelerate product roadmaps by embedding senior talent with timezone alignment and 100% IP ownership.

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