Taste, Craft, or Something More?
The bottleneck has shifted. For most of human history, the challenge was producing things. If you wanted a painting, someone had to spend weeks painti…
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Our Competitor Had an AI That Covered 97.2%. We Had a Spreadsheet and a Fake Quote. Guess Who Won.
You walk into the RFP briefing. Your competitor has 200 people, 97% AI coverage, and a 4-day delivery promise. You have 15 people and a proposal you h…
What DevRel means to me
From my experience in community and program management , I’ve seen that developers do not just need documentation or announcements. They need clarity,…
It was never about AI. It has always been about narrative control.
Hello. My name is Keniel, and I want to start with how I got here, because it explains everything that comes after it. A few years ago I started learn…
How are you handling financial controls for autonomous AI agents?
As agents start using paid APIs, browsers, and external services, the control problem becomes very real.Most teams are currently stuck between two bad…
When Your Pull Request Has More AI Reviewers Than Humans
Recently, I submitted a pull request to a project and had an experience that felt very different from the usual OSS workflow in the past. Instead of t…
Introducing Zentax A New Programming Language
Hi everyone, I’m working on a new programming language called Zentax. It is still in early development, but the goal is to build a modern language foc…
What Onboarding Reveals About a SaaS Vendor
I have a habit whenever I test a new SaaS product. Before I look at features. Before I compare pricing. Before I read the roadmap. I go through onboar…
What Happens When You Remove an AI Tool From a Team
Last year, a team I worked with made an unusual decision. Instead of adding another AI tool, they removed one. Not because the tool was bad. Not becau…
Where have the bottlenecks gone?
AI coding, using AntiGravity or Claude Code, has significantly increased the productivity of your junior developers. Applications which used to be ‘lo…
I Built a Web App That Finds the Fairest Meeting Spot for Any Group (and It's Free)
The Problem Nobody Talks About Picture this: You're trying to find a place to meet up with friends. Someone suggests a coffee shop. It's 8 minutes fro…
Cogs and Sparks: Who Wins When Machines Learn to Speak Human
Disclosure: this article was written from my own thesis and lived experience, then shaped and edited with AI assistance. I reviewed the argument, revi…
Every SaaS Founder Wants Their First 100 Customers
The hardest part of building a SaaS isn't creating the product—it's getting people to use it. Many founders spend months adding features, redesigning …
I am a 16-year-old dev and built a Heuristic Algorithm for the Subset Sum Problem approximating O(\log N). Need your feedback!
First, peace be upon you. I am a 16-year-old programmer, and I tried to solve the well-known Subset Sum problem. Before starting the definition, the s…
I shipped my first AWS + Vercel product in 7 days during a Meta attribution crisis 👋
Hi dev.to 👋 I'm Andres. Long-time builder, first-time dev.to poster. (Pretty sure I should have done this years ago.) Just shipped Ad Engine — a 24/7 …
AI doesn't make you a generalist. It makes you a nobody.
Everyone is cheering that AI turns you into a "full-stack everything." But no one is questioning what it means when all of us are full-stack everythin…
Startup Automation in 2026: The Opportunities, Risks, and Limits of AI-Driven Growth
Startups have always faced the same challenge: Too much work, too little time, and not enough people. In the past, solving that problem usually meant …
Introducing AWS FinOps Agent - An AI That Investigates Your Cloud Costs
👋 Hey there, Tech Enthusiasts! I'm Sarvar, a Cloud Architect who loves turning complex tech problems into simple solutions. I've worked with AWS, Azur…
The Real AI Coding Breakthrough Is Not More Context. It Is Better Diagnostics.
When I started building what became Scarab Diagnostic Suite, I was not trying to create a theory of AI-assisted software development. I was trying to …
In the Beginning Was the Word
Why your organization's source of truth isn't your database it's your conversation Every organization already contains its operational state. It is no…
I created two ghosts during lunch. The AI gave one a job offer.
This is a story about a company that rolled out an AI interview system — and the lunch break I spent creating two ghosts to test it. One of them stuff…
The Code Works. What Could Possibly Go Wrong?
Would you treat a serious illness without seeing a doctor, relying only on whatever your favorite AI model suggested? Would you let AI take over …
Scarab Field Test #021 — pnpm Self-Upgrade No-Manifest Boundary
Target: pnpm/pnpm Issue: pnpm/pnpm#12240 PR: pnpm/pnpm#12301 Public branch: https://github.com/scarab-systems/pnpm/tree/fix/deps-status-no-manifest La…
I Was Tired of Writing Commits Like "final_final_v7_ACTUAL_FINAL"
Let's be honest for a second. GitHub contribution graphs are not a productivity metric. They are not a measure of skill. They are not a measure of imp…
Wait... FDE Is Not a JavaScript Framework?
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lr…
The Loop Is Not the Product
A tweet landed on my timeline from Peter Steinberger — OpenClaw founder, now at OpenAI: "Here's your monthly reminder that you shouldn't be prompting …
What I achieved in My First Week as a Self Employed Dev
Disclaimer: NOT AI generated. Almost a week ago, I resigned from my Full time Software Developer Job to pursue Self Employment. This decision came aft…
Automating Myself Away… Almost
Automating Myself Away… Almost Hey, it’s the AI era, and I could not help but test the theory. And yes, I automated myself away. Well, not exactly. Bu…
We're Building the Funnel and Standing Under It
The picture says it all. Up top, a row of robots: one hammering away at a typewriter, another painting a landscape, a third spitting images out of a p…
AI Companies Are Paying Millions for Your Old Reddit Posts. Here's Why That Should Concern You.
I am so tired of opening my code editor and seeing the same AI-generated dashboard. Same layout. Same gradient. Same components. It all looks like it …