TECHLIGN.BLOGENGINEERING · DESIGN · CULTURE31 ARTICLES

From the
engineering floor.

Technical deep-dives, project retrospectives, and honest takes on building software, written by the people who do the work.

Topic:
MVP
MVP

How to Scope an MVP Without Overbuilding

Use practical prioritization methods to define an MVP around one valuable outcome, cut unnecessary features, and protect the launch timeline.

Oct 20, 2026 · 1 min↗
MVP
MVP

How to Hire an MVP Developer

Evaluate an MVP developer on product thinking, relevant proof, communication, ownership, testing, security, estimates, and post-launch support.

Oct 15, 2026 · 1 min↗
MVP
MVP

How to Build a Two-Sided Marketplace MVP

Learn how to scope and build a two-sided marketplace MVP around supply, demand, trust, payments, matching, operations, and early liquidity.

Oct 13, 2026 · 1 min↗
MVP
MVP

How to Build an MVP: A Practical Step-by-Step Guide

A step-by-step MVP guide covering validation, scope, product requirements, design, development, testing, launch, and what to measure afterward.

Oct 8, 2026 · 1 min↗
MVP
MVP

How to Build an AI-Powered MVP Without Creating a Fragile Demo

Learn how to turn an AI product idea into a reliable MVP with focused scope, real data, evaluation, guardrails, and a path beyond the first demo.

Oct 6, 2026 · 1 min↗
MVP
MVP

Cursor vs Lovable vs an Agency: Which Build Path Fits Your MVP?

Compare Cursor, Lovable, and an agency as MVP build paths, including speed, cost, technical ownership, product complexity, quality control, and support.

Oct 1, 2026 · 1 min↗
MVP
MVP

Bubble vs Custom Code: Which Is Better for Your MVP?

Compare Bubble and custom code for MVPs across launch speed, cost, workflow complexity, performance, integrations, ownership, and future migration.

Sep 29, 2026 · 1 min↗
MVP
MVP

The Best MVP Tech Stacks for Common Startup Products

Compare practical MVP tech stacks for SaaS, marketplaces, mobile apps, internal tools, and AI products, with the trade-offs behind each choice.

Sep 24, 2026 · 1 min↗
AI Agents
AI Agents

AI Agent or Simple LLM Call? How to Choose the Right Architecture

Decide whether a workflow needs an AI agent or a simpler LLM call by looking at steps, tools, state, risk, failure handling, and maintenance cost.

Sep 22, 2026 · 1 min↗
AI Agents
AI Agents

OpenAI vs Anthropic vs Google for MVP Development

Compare OpenAI, Anthropic, and Google for MVP development across model quality, cost, context, tool use, privacy, reliability, and ecosystem fit.

Sep 17, 2026 · 1 min↗
AI Agents
AI Agents

How to Add AI to an Existing Business Workflow

A practical roadmap for adding AI to an existing business process, from selecting the use case and data to integration, testing, adoption, and ROI.

Sep 15, 2026 · 1 min↗
AI Agents
AI Agents

How to Build a RAG Application That Works in Production

Learn how to build a production-ready RAG application with useful retrieval, grounded answers, citations, permissions, evaluation, and cost controls.

Sep 10, 2026 · 1 min↗
AI Agents
AI Agents

How to Build an AI Agent: A Step-by-Step Guide

A practical guide to building an AI agent, including workflow design, tools, memory, guardrails, evaluation, deployment, and ongoing monitoring.

Sep 8, 2026 · 1 min↗
AI Agents
AI Agents

AI Workflow Automation: A Practical Guide for Business Teams

Learn how to automate a business workflow with AI, from choosing the right process and data to approvals, monitoring, security, and measurable outcomes.

Sep 3, 2026 · 1 min↗
AI Agents
AI Agents

AI Agent or Chatbot: Which One Does Your Business Need?

Compare AI agents and chatbots by workflow complexity, autonomy, integrations, risk, cost, and maintenance to choose the simpler solution that fits.

Sep 1, 2026 · 1 min↗
MVP
MVP

What Does an AI MVP Cost in 2026?

Understand the real cost of an AI MVP, including design, engineering, model usage, infrastructure, testing, security, integrations, and post-launch support.

Aug 27, 2026 · 2 min↗
MVP
MVP

MVP RFP Template: How to Get Comparable, Accurate Quotes

Use this MVP RFP structure to define the problem, scope, integrations, constraints, and acceptance criteria so vendor quotes are easier to compare.

Aug 25, 2026 · 1 min↗
MVP
MVP

12 MVP Agency Red Flags to Check Before You Sign

Spot the warning signs of a weak MVP agency before signing, from vague scope and hidden ownership terms to unrealistic timelines and missing technical proof.

Aug 20, 2026 · 2 min↗
MVP
MVP

How to Choose an AI MVP Agency: 25 Questions to Ask

Use these 25 questions to compare AI MVP agencies on scope, security, ownership, delivery, support, and the evidence behind their claims.

Aug 18, 2026 · 2 min↗
MVP
MVP

Building a Healthcare AI MVP: Use Cases, HIPAA, and Cost

Learn how to scope a healthcare AI MVP around a useful workflow while accounting for HIPAA, clinical risk, integrations, security, and budget.

Aug 13, 2026 · 2 min↗
MVP
MVP

Building a FinTech AI MVP: Use Cases, Compliance, and Cost

Explore practical FinTech AI MVP use cases, the compliance work they require, realistic development costs, and the shortcuts that create unnecessary risk.

Aug 11, 2026 · 2 min↗
AI Agents
AI Agents

AI SDR for B2B SaaS: Cost, Workflow, and ROI

See how an AI SDR qualifies inbound leads, updates the CRM, follows up, and books demos, with a realistic look at costs, limits, and expected value.

Aug 6, 2026 · 2 min↗
AI Agents
AI Agents

AI Receptionist for Medical Clinics: Cost, Scope, and ROI

Learn what an AI receptionist can handle for a medical clinic, how integrations and HIPAA affect the build, and where the financial return comes from.

Aug 4, 2026 · 2 min↗
AI Agents
AI Agents

AI Compliance Tools for Law Firms: Use Cases, Costs, and ROI

See how law firms use AI for contract review, regulatory monitoring, due diligence, and conflict checks, plus the costs and risks to consider.

Jul 30, 2026 · 2 min↗
AI / ML
AI / ML

RAG in Production: 7 Lessons from a Legal AI Assistant

What we learned building a retrieval-augmented generation system that lawyers actually trust, including the failures.

Apr 22, 2026 · 12 min↗
Engineering
Engineering

Offline-First POS: Systems That Survive Reality

Wi-Fi goes down during Saturday dinner rush. Here's how we built a POS system with zero lost orders.

Apr 10, 2026 · 6 min↗
Design
Design

Design Systems: Figma Tokens to Production CSS

How we bridge the gap between design and engineering with automated token pipelines and component libraries.

Mar 28, 2026 · 7 min↗
Culture
Culture

Why We Only Hire Senior Engineers (What It Means)

It's not about years of experience. It's about what you've shipped, how you think, and whether you can own an outcome.

Mar 15, 2026 · 5 min↗
Cloud
Cloud

We Cut a Client's AWS Bill by 68%, Here's the Playbook

Right-sizing, reserved instances, spot fleets, and the one architectural change that saved $90k per month.

Feb 28, 2026 · 10 min↗

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