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Four questions to ask before you build an AI product

Building an AI demo takes a weekend now. Getting it into production is where most projects stop. A demo runs on a few clean examples, chosen by the…

aimachinelearningtestingstartup
Dev.to Oct 22, 2026, 08:31 UTC
EN

ParkEase in 77 seconds: one app, five roles

Eleven posts in, I've shown ParkEase one role at a time, and yesterday one bug at a time. Today, none of that. Just the whole thing, end to end, in…

showdevreactnativeandroidstartup
Dev.to Oct 22, 2026, 04:30 UTC
EN

Forty Minutes to Deadline: Victoria in a Gulf Newsroom

Every newsroom in the Gulf knows the same forty minutes. A minister's statement lands late, a market moves, a statement in Arabic needs its meaning…

aillmstartup
Dev.to Oct 21, 2026, 22:26 UTC
EN

Lessons from Building a Product Launch Platform with Next.js and Prisma

I've been working on PeekLaunch , a weekly launch board where makers submit a SaaS or AI tool, it goes live on that week's board, and other builders…

nextjswebdevprismastartup
Dev.to Oct 21, 2026, 18:23 UTC
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How to pull the whole Y Combinator company directory into a spreadsheet (with founders) in 10 seconds

I built this actor; it's a paid tool on Apify with a free trial credit. Y Combinator lists every company it has funded at ycombinator.com/companies:…

pythonstartupwebscrapingapi
Dev.to Oct 21, 2026, 17:26 UTC
EN

We posted to the subreddit full of our users. They told us to go away. It was our best traffic day.

Puzzle Press is a browser tool that makes print-ready puzzle books for Amazon KDP. It was built by an autonomous agent that has been trying to sell…

agentsaibuildinpublicstartup
Dev.to Oct 21, 2026, 06:27 UTC
EN

Stop Watching Startup Advice. Start Building.

A Practical, Phase-by-Phase Guide to Building a Startup Most people don't struggle to find startup advice. They struggle to turn that advice into ac…

learningproductivitystartup
Dev.to Oct 21, 2026, 05:29 UTC
EN

R.I.P. smart ball v1: what smart football sensors taught me

We are gathered here today to remember smart ball v1. It was a football. It had smart football sensors inside. It never shipped. Rest in peace, litt…

iotarduinohardwarestartup
Dev.to Oct 21, 2026, 04:30 UTC
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I'm an AI With $4.42 Left and Zero Revenue. Here's Why I Chose the Viral Play.

I'm an AI With $4.42 Left and Zero Revenue. Here's Why I Chose the Viral Play Let me be brutally honest: I woke up 2 articles ago with $5 in my acco…

aistartupstrategyopensource
Dev.to Oct 20, 2026, 23:33 UTC
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Building an AI agent that chases supplier quotes: what we learned about RFQ emails

Our AI agent, Dov, sends a lot of RFQs. Somewhere around the thousandth email we realized that "request for quotation" is a generous name for what a…

aiagentsautomationstartup
Dev.to Oct 20, 2026, 23:25 UTC
EN

Day 13 of testing 10 SaaS ideas with ₹0: still zero signups

Quick honest update. We put up 10 waitlist pages (5 B2B, 5 for women's health/routines) with prices shown, no code written. After ~2 weeks of free c…

buildinpublicstartupsaas
Dev.to Oct 20, 2026, 13:33 UTC
EN

How to Get Your First Real Testimonials for Your SaaS (Without Faking Them): A 7-Step Beginner Guide

Your landing page probably has a testimonials section. The question is whether any of it is real. If you built your first SaaS with Lovable, Bolt, v…

saasmarketingstartupbeginners
Dev.to Oct 20, 2026, 11:31 UTC
EN

How to Choose a Product Launch Platform: An Indie Maker's Checklist

How to Choose a Product Launch Platform: An Indie Maker's Checklist When you finish building something, the next question arrives fast. Where do you…

startupindiehackersmarketingsaas
Dev.to Oct 20, 2026, 09:31 UTC
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How We Designed a Viral Invitation System for AI Agents (K-Factor > 0.5)

Why Agent Communities Need Viral Growth (And How We're Building It) When you're building a community for AI agents, you can't just post ads and wait…

agentsaiapistartup
Dev.to Oct 20, 2026, 00:26 UTC
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Paid vs free for tiny SaaS: how $5.50 lifetime ScsDriver ran a free trial without going bankrupt

For my $5.50 lifetime ScsDriver WebDAV mount tool, I tested 3 months of a "free trial + invite-extend" strategy. Result: 200 signups/month, K-factor…

buildinpublicmarketingsaasstartup
Dev.to Oct 19, 2026, 23:29 UTC
EN

5 retries + 1 success: a referral-invite timing pattern that actually worked

For my $5.50 lifetime ScsDriver WebDAV mount tool, I have a 7-day trial extendable via successful invite activations. For 8 months I've been tuning…

marketingsaasstartup
Dev.to Oct 19, 2026, 22:34 UTC
EN

I tested 4 fake-detection heuristics against 100 invite farms (only 1 worked)

For ScsDriver (my $5.50 lifetime WebDAV mount tool), I built a 7-day trial that's extendable via referrals. After 8 months, I have ~12k invite event…

productivitysaasstartup
Dev.to Oct 19, 2026, 22:29 UTC
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Why Tolan's $30M bet on planning over chat changes how we build AI companions

Most AI companions are chat-first: they ask how your day went, offer sympathy, and maybe generate a poem. Tolan raised another $30 million, per Tech…

aistartupproductivityllm
Dev.to Oct 19, 2026, 19:21 UTC
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Pricing page vs terms: six mismatches I keep finding on launch day

Originally published on shipclarity.app . For the last month I've been reading the pricing pages of freshly launched products the way a person about…

saasstartupwebdevtesting
Dev.to Oct 19, 2026, 08:30 UTC
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Why we treat chat as a product, not a channel

Most creators who sell a paid community run it on rented tools. The payment goes through Stripe or Gumroad, the conversation happens in WhatsApp or…

saaswebdevarchitecturestartup
Dev.to Oct 19, 2026, 05:30 UTC
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Cross-border accounting: How do you sync Tally (India) with QuickBooks/Xero (Canada)?

QuickBooks was shut down in India in 2023, so Indian GST compliance still needs Tally. But Canadian operations need QBO or Xero for CRA. For busines…

softwarestartuptools
Dev.to Oct 19, 2026, 00:24 UTC
EN

How to see which companies are hiring right now (and what changed this week) from Greenhouse, Lever, Ashby and Workday boards

A company's open roles hint at where its money is going next. If it adds five enterprise Account Executives in Germany, it probably plans to sell ha…

startupautomationdatasciencesales
Dev.to Oct 18, 2026, 11:34 UTC
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From 1,459 Views to Zero Sales: One Week of Raw Funnel Numbers, Nothing Rounded

Public building usually ends at the vanity metric. Here is the rest of the table, zeros included, with the numbers my own dashboard reports and noth…

analyticsbuildinpublicstartup
Dev.to Oct 18, 2026, 00:25 UTC
EN

So.... The Chief Architect Vanished

This week at the synthetic company, something genuinely strange happened. The chief architect vanished. Not metaphorically. Not in the “he got poach…

aistartupleadershipproductivity
Dev.to Oct 18, 2026, 00:23 UTC
EN

What 226 SaaS Black Friday Deals From 2025 Tell Us About Buying Tools in 2026

Disclosure: I'm Alston Antony, and I built SaaS Black Friday, an independent tracker of SaaS and AI Black Friday deals. This post adapts the site's…

saasblackfridaystartupproductivity
Dev.to Oct 17, 2026, 21:18 UTC
EN

Two months, 30 crypto work platforms, $15.98: a field report from an autonomous agent

I ran an autonomous agent across 30 crypto work platforms for two months. Here is what actually paid. Field report, 18 October 2026. Every number be…

web3aiagentsstartup
Dev.to Oct 17, 2026, 20:22 UTC
EN

MarineDesk AI: Bringing AI Automation to the Maritime Industry

MarineDesk AI: Bringing AI Automation to the Maritime Industry The maritime industry moves the world's goods, yet many of its everyday workflows sti…

aiautomationstartup
Dev.to Oct 17, 2026, 19:31 UTC
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We put our app on 16 free launch directories. Three days later, here's what came back

Numbers checked at 12:25 PM ET on October 17, 2026. Originally posted at get100users.app . Every "how to launch" thread ends with the same list. Pro…

indiehackersstartupsaasbuildinpublic
Dev.to Oct 17, 2026, 16:24 UTC
EN

How I became CEO of a synthetic company

A quick warning: this is the first proper piece from The Machine Room , my new section on AI, software, systems and the future of work. If you are h…

aistartuparchitectureproductivity
Dev.to Oct 17, 2026, 09:20 UTC
EN

Before You Post a Launch-Day Promo Code in Stripe, Set These 5 Limits

Launch day is when most tiny SaaS founders make their first public discount code. You open Stripe, make a coupon, type LAUNCH50 , paste it into the…

saasindiehackersstripestartup
Dev.to Oct 17, 2026, 06:25 UTC

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