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INSIGHTS

Insights & Strategy

Actionable strategies and thoughts on how small businesses can leverage modern technology to scale efficiently.

Workflow Automation 6/30/2026 Athreya aka Maneshwar

Two Terminals, One Pot of Tea: Parallel Claude Code with Git Worktrees

I had a lot of work to get through, and for once I didn't want to crawl through it one ticket at a time. I knew Claude Code could run a few sessions in parallel, so my first thought was just to turn a couple of agents loose on different things at once. But then I hit my actual hangup: I ...

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Artificial Intelligence 6/30/2026 Erik Hanchett

Loop Engineering: Do Frontend and Fullstack Devs Actually Need It?

## Introduction I keep hearing the term loop engineering. It's all over my feed, every AI newsletter, half the dev videos I open. So I had the same question you probably have. Is this actually important, and do I need to learn it as a frontend or fullstack developer? I spent some time with it and ...

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Workflow Automation 6/30/2026 Yuiko Koyanagi

I built a Chrome extension that lets you blow up any webpage

I built a Chrome extension called **Site Bomb**. It does exactly one thing: you drop little bombs anywhere on a webpage, and the text near the blast gets physically blown apart, letter by letter. It is completely useless. It is also genuinely satisfying when you're stressed. {% embed https://www.y...

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Artificial Intelligence 6/30/2026 Paige Bailey

The Future Of AI Is Local And Open

There’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m., when the free energy drinks are completely gone, the demo is still half-broken, and someone on your team leans back in their folding chair and asks: "Wait... can we actually ship this? Do we still have...

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Artificial Intelligence 6/30/2026 Harsh

I Stopped Comparing Myself to AI. It Changed Everything.

I have been writing a lot about AI lately, but this one is more personal than usual. Not a tutorial, not a hot take on some new model - just something I have been sitting with for a few weeks now. Let's start from the beginning. A few weeks ago I was scrolling Twitter at around midnight, the way yo...

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Artificial Intelligence 6/30/2026 Daniel Nwaneri

Someone Else Pays for Your AI Access

you probably didn't think about this when you signed up. you entered your card details, verified your phone number, maybe uploaded a government ID and took a selfie. friction. annoying. you moved on. somewhere in cambodia or kenya, someone did the same thing. except they weren't signing up for cla...

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Artificial Intelligence 6/29/2026 Jess Lee

Need a break? Play today's game from The Daily Context.

We (at DEV and MLH) are covering AI Engineer's World Fair by printing a physical newspaper called "The Daily Context" everyday of the conference. We wanted to include a game in each issue so for today's first edition, we published a little word search affectionately named "Vector Search": ![aie ne...

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1,200 Applications. 4 Offers. Here's What Actually Got Me the Product-Based Role

I am going to start with a number most people will not say out loud. **1,200 applications.** That is how many jobs I applied to over 3 to 4 months trying to switch from a service-based company to a product-based one. I had spreadsheets, saved searches, and browser tabs I kept telling myself I woul...

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Functional doesn't mean correct. That's the biggest risk with AI-generated code.

## The code runs. That's not the question. There's a failure mode with AI-generated code that's harder to catch than bugs, security holes, or performance problems. The code works. The interface looks right. The tests pass. And the system quietly solves the wrong problem. This is different from bro...

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Everyone's migrating to Playwright. But why, actually?

Lately every other team I talk to is moving off Selenium Java and onto Playwright with JS/TS. Cool. But when I ask *why*, half the answers are vague. "It's faster." "Everyone's doing it." Fair, but let's actually dig into it. ## The "just let AI do it" moment So management calls a meeting. Decisio...

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Deploying a Containerized Backend to a VPS with Docker Compose + GitHub Actions (A Beginner's Runbook)

This is a complete, copy‑pasteable guide for shipping a backend app to a single Linux server using **Docker Compose**, with a **GitHub Actions** pipeline that builds the image, scans it, and deploys it over SSH. It is written to be **language- and framework-agnostic**. The examples use a Node/TypeS...

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