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Building an AI Clothes Changer: provider abstraction, async jobs, and a credit system that won't lose money

I recently launched Dressora , an AI clothes changer that swaps outfits onto a single photo for virtual try-on. The product side is fun, but the parts…

aiarchitecturesaasshowdev
Dev.to Jun 17, 2026, 08:16 UTC
EN

Product Hunt Launch Playbook: From Preparation to #1 Product of the Day

A successful Product Hunt launch can generate thousands of signups, hundreds of backlinks, and significant SEO value — but the difference between #1 a…

saascommunitygrowthai
Dev.to Jun 16, 2026, 01:12 UTC
EN

Building Flutter Ads: A Cross-Platform Ad SDK for Flutter

Building Flutter Ads: A Cross-Platform Ad SDK for Flutter Over the years I've built multiple Flutter applications and repeatedly faced the same challe…

flutterdartwebdevsaas
Dev.to Jun 15, 2026, 02:24 UTC
EN

AI Claim Verification Pipeline: Stop Hallucinations Before They Reach Customers

AI hallucinations rarely look broken at first glance. They look confident, polished, and ready to ship. That is the dangerous part. A generated report…

aisaasllmarchitecture
Dev.to Jun 14, 2026, 15:29 UTC
EN

OOP - Make Your Code More Scalable

Have you ever opened a Project and found one giant PHP file with 2,000 lines? Functions everywhere. Global variables. No clear structure. And every ti…

oopphpwordpresssaas
Dev.to Jun 14, 2026, 07:22 UTC
EN

Migrating From Transactional Email to Agent Accounts

This is what most agent email code looks like today: // SendGrid / Resend / Postmark — outbound only await sendgrid . send ({ to : " prospect@example.…

emailapimigrationsaas
Dev.to Jun 12, 2026, 12:38 UTC
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Building Adal: predictable webhook delivery without black boxes

Hi DEV community, I'm Yuriy, a fullstack developer and DevOps engineer with 10+ years of experience. I'm currently building Adal — a webhook delivery …

backendsaaswebhooksdevtools
Dev.to Jun 11, 2026, 16:29 UTC
EN

AI Output Provenance for SaaS: Trace Answers Before They Become Liability

An AI answer can look clean, confident, and helpful while hiding the exact detail your team will need later: where did this claim come from? For AI Sa…

aillmragsaas
Dev.to Jun 11, 2026, 04:22 UTC
EN

The End of Vibe Coding: Why I Switched to Structured AI Workflows

The End of Vibe Coding: Why I Switched to Structured AI Workflows I spent 3 months "vibe coding" my SaaS. Then I realized I was spending more time fix…

aiproductivitywebdevsaas
Dev.to Jun 11, 2026, 00:19 UTC
EN

How I built a switchable AI provider system in Next.js (Gemini GPT-4 Claude, one workspace setting)

I had Gemini hardcoded into every AI function in my codebase. Then a beta user told me her clients have data policies about Google. I rebuilt the whol…

nextjssaasaitypescript
Dev.to Jun 10, 2026, 10:38 UTC
EN

Cross-Cultural UX: Designing SaaS Interfaces for Global Users

A SaaS interface that works well for US users may confuse or alienate users in China, Germany, or Japan. Cultural differences affect everything from l…

internationalizationsaasdesignai
Dev.to Jun 10, 2026, 00:14 UTC
EN

2026 Enterprise AI Development Costs: What Companies Actually Pay (Based on Real Projects)

2026 Enterprise AI Development Costs: What Companies Actually Pay (Based on Real Projects) Every CTO evaluating AI investment eventually encounters th…

aistartupsaasprogramming
Dev.to Jun 9, 2026, 05:32 UTC
EN

How I Built a Free SEO Audit Tool with Next.js, Supabase, and Stripe in 1 Week

Last weekend I started building SiteGrade — a free instant SEO audit tool that gives any website an A–F letter grade and the top fixes ranked by impac…

nextjswebdevsaasseo
Dev.to Jun 8, 2026, 12:41 UTC
EN

When AI Hosts Hallucinate: Failure Modes and How Three-Tier Review Catches Them

When AI Hosts Hallucinate: Failure Modes We've Seen and How Three-Tier Review Catches Them By the KAVANA engineering team — June 2026 The word halluci…

broadcastingsaasaiplayout
Dev.to Jun 8, 2026, 10:35 UTC
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Treating broadcast traffic and weather updates as software engineering problems

Treating broadcast traffic and weather updates as software engineering problems By the KAVANA engineering team — June 2026 The public conversation abo…

broadcastingsaas
Dev.to Jun 8, 2026, 10:34 UTC
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The Actual Cost of Dead Air: What 20 Years of Station Outages Taught Us About Broadcast Economics

The Actual Cost of Dead Air: What 20 Years of Station Outages Taught Us About Broadcast Economics By the KAVANA engineering team — June 2026 When broa…

broadcastingsaasaiplayout
Dev.to Jun 8, 2026, 03:06 UTC
EN

SQLite in Production: Why We Chose It Over Postgres for a Multi-Tenant SaaS

"You're using SQLite in production? For a SaaS?" — every developer who hears about our stack. Yes. And after a year of running it with hundreds of act…

databasenodearchitecturesaas
Dev.to Jun 7, 2026, 19:11 UTC
EN

I Built MCP Servers for 9 SaaS APIs — Here's What I Learned About the Pattern

I Built MCP Servers for 9 SaaS APIs — Here's What I Learned About the Pattern I've spent the last few weeks building MCP (Model Context Protocol) serv…

aimcptypescriptsaas
Dev.to Jun 7, 2026, 09:14 UTC
EN

10 prompt patterns I use every single day

10 Prompt Patterns I Use Every Single Day Last Tuesday I spent 40 minutes arguing with Claude about a database schema before I realized I had never to…

aiproductivitysaasbuildinpublic
Dev.to Jun 6, 2026, 21:02 UTC
EN

Browser Agent Firewall for AI SaaS: Filter Web Pages Before They Burn Tokens or Trust

If your AI agent can browse the web, every page is now part of your prompt surface. That sounds useful until the agent reads a cookie banner, a hidden…

aisaassecurityagents
Dev.to Jun 6, 2026, 03:49 UTC
EN

From PaaS to VPS: My Roadmap to Self-Hosting My SaaS

I’ve been building my projects with Nuxt 4 and loving the speed of PaaS platforms. They are incredible for getting started quickly. But recently, I wa…

clouddevopsinfrastructuresaas
Dev.to Jun 5, 2026, 23:10 UTC
EN

LLM API cost attribution playbook for production SaaS teams

TL;DR If your SaaS product calls multiple LLM providers, the invoice from OpenAI, Anthropic, Gemini, Bedrock, or OpenRouter is not enough. You need at…

aisaasapicosts
Dev.to Jun 5, 2026, 01:34 UTC
EN

Meet PageZERO: an open source SaaS starter kit on Cloudflare for the AI era

You have an idea for a SaaS. You open Cursor or Claude Code, and the familiar ritual begins. Auth. A database. Payments. Transactional email. Permissi…

opensourcewebdevsaascloudflare
Dev.to Jun 4, 2026, 10:40 UTC
EN

Building a Multi-Account X Automation System: Slot Isolation by Design

When your SaaS manages multiple accounts for the same platform, the worst bug you can ship isn't a crash — it's cross-account bleed. One user's action…

architecturenodesaaswebdev
Dev.to Jun 4, 2026, 04:39 UTC
EN

How I Built a Travel Quotation Platform After Seeing Tour Operators Struggle with Excel

The idea behind MIA Coster and the technical challenges of building software for the tourism industry. Most developers have built a CRM, an e-commerce…

productivitysaasshowdevstartup
Dev.to Jun 3, 2026, 20:21 UTC
EN

I built a SaaS that automatically purges ghost subscribers from Beehiiv using AES-256-GCM encrypted API keys and Inngest background jobs

I run a newsletter on Beehiiv. About six months ago I noticed my open rates were sliding while my subscriber count was growing. The two numbers were m…

typescriptsaaswebdevsecurity
Dev.to Jun 3, 2026, 02:14 UTC
EN

Why I spent months building an AI simulation engine to break the IELTS Band 6.5 bottleneck

Hey everyone, I'm Said Baouhmad, a solo developer, and I wanted to share the raw journey behind a platform I’ve been pouring my nights into building: …

aisaasindiehackerseducation
Dev.to Jun 3, 2026, 02:04 UTC
EN

Add Peppol e-invoicing to your SaaS — the easy way to get ahead of the EU mandates

When you're building a young B2B SaaS, Peppol e-invoicing lives in the "we'll deal with it later" pile. Invoicing is a feature, not your product. No c…

peppolsaastypescripteinvoicing
Dev.to Jun 2, 2026, 16:37 UTC
EN

ExpressoTS v4 is in preview, and the new site + docs are live.

After a full 1.4 years of work, v4 is ready for developers, AI builders, and teams shipping SaaS products on Node.js. ExpressoTS gives you a solid bac…

nodetypescriptexpressotssaas
Dev.to Jun 1, 2026, 23:05 UTC
EN

What DevOps Implementation Does for Your Business

I've had this conversation more times than I can count: an engineering lead tells me their team is "pretty efficient," then twenty minutes into the ac…

devopscloudcomputingsaassoftwaredevelopment
Dev.to Jun 1, 2026, 14:30 UTC

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