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Engineering Dispatch

Perspectives
on engineering.

Deep dives into AI implementation, architecture decisions, and the reality of shipping production software.

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Software Architecture

MVP to Production: The Architecture Decisions That Actually Matter

Most MVPs are built with the right intentions but wrong assumptions. We walk through the architectural decisions that consistently separate products that scale from products that require a total rewrite at Series A.

16 min readAugust 2026
AI Engineering

RAG vs Fine-Tuning: Picking the Right Approach for Your Product

The choice between RAG and fine-tuning determines your AI product's maintenance cost, performance ceiling, and data privacy posture. We share a technical decision matrix based on 30+ AI integration projects.

13 min readJune 2026
Engineering Teams

When to Hire an Offshore Engineering Team (and When Not To)

Offshore engineering has a reputation problem — mostly earned by companies that hired wrong. We share the decision framework we use with clients: the signals that tell you if dedicated remote teams will accelerate you.

7 min readAugust 2026
AI Engineering

AI Governance for Enterprise: Beyond the Buzzword

CISOs are being asked to sign off on LLM deployments with no clear framework. We explain what AI governance actually means technically — PII redaction, output guardrails, audit logging — and how to build it without slowing your product teams down.

10 min readJuly 2026
Cloud Engineering

Cloud Modernization: What Engineers Never Tell You Up Front

Cloud migrations are consistently underscoped. We cover the hidden costs, the technical debt surprises, and the organizational patterns that determine whether a modernization project succeeds.

9 min readJuly 2026
AI Engineering

Multi-Agent AI Workflows: Moving Beyond Basic Chatbots in Enterprise

Single-prompt LLMs are no longer sufficient for complex business processes. Discover how multi-agent workflows use orchestration, specialized roles, and tool-use to automate complex enterprise tasks.

12 min readSeptember 2026
Software Engineering

Why Startups are Choosing Serverless Next.js for MVP Development in 2026

The era of monolithic MVC frameworks is giving way to Edge computing and React Server Components. Discover why the modern tech stack is optimized for velocity, scale, and offshore engineering teams.

8 min readSeptember 2026
AI Governance

What is Prompt Injection in LLMs and How to Prevent It in Production

Prompt injection is the #1 security threat in LLM applications. Learn how attacks work, why your standard security tooling will not catch them, and how a multi-layer firewall stops them.

8 min read2026-02-20
AI Governance

How to Pass a SOC2 Audit When Your Product Uses OpenAI or Anthropic

Your SOC2 auditor will ask about AI data handling, logging requirements, and vendor risk. Here is the complete checklist and how to cover every requirement.

12 min read2026-02-18
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