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News
I replaced most of a dev team with Claude Code to build a production e-commerce store. Here's what broke.
5+ hour, 21+ min ago (1066+ words) First post here. Figured a real project beats an introduction post, so: here's one, warts included. For a one-location boutique, that default breaks on two fronts. Cost first. License, annual renewal, integrator fees: add it up and you're close to…...
A SaaS Landing Page Checklist for Your First Launch
5+ hour, 58+ min ago (714+ words) Your first SaaS landing page should help a visitor answer five questions: Is this for me? What can I do with it? What does it look like? What will it cost? What happens when I click? Build the page around…...
ChatGPT vs Claude vs Gemini for Small Business: Why Infrastructure Differences Matter More Than Model Size
7+ hour ago (530+ words) Verdict: For most small businesses, the differences in underlying infrastructure between AI providers like OpenAI (ChatGPT), Anthropic (Claude), and Google (Gemini) will impact your day-to-day experience more than subtle differences in model capabilities or features. Look for evidence of robust…...
AI Won't Fix a Broken Process. Map It First, Then Automate
7+ hour, 56+ min ago (1060+ words) Automation copies your process. If the process is confused, you now have confusion running at speed, and nobody to blame in the room because the software did it. That is the failure mode I see most often in businesses between…...
Reduce PR review time with AI: what the 45% claim leaves out
7+ hour, 56+ min ago (412+ words) When a team asks how to cut pull request review time with AI, the answer they get is usually a vendor number. Atlassian says Rovo cut PR cycle time by 45% in their dogfooding. That number is real, but it's self-attested:…...
Stop Eating Free Scope: The Change Log Habit That Saved My Freelance Hours
9+ hour, 19+ min ago (175+ words) Scope creep rarely shows up as a formal change request. It shows up as a Slack ping at 4:47pm: "Quick one — can we also add X? Shouldn't take long." You know you should pause. You also know saying yes keeps the…...
Cutting PR review time is really changing where review happens
10+ hour, 28+ min ago (248+ words) Atlassian reports its Rovo Dev AI reviewer cut PR cycle time by up to 45% internally and 32% for customers (primary source, Jan 2026). That figure gets quoted as proof that AI review saves review time. Read what the reviewer is described as…...
I built an email scorer in one HTML file with zero dependencies. Here is every threshold and where it came from.
12+ hour, 11+ min ago (808+ words) I write about B2B sales for a living, which means I read a lot of cold emails and a lot of advice about cold emails. The advice is almost always unfalsifiable. "Keep it short." How short? "Be personal." Measured how? So…...
I pay an LLM to approve bad reviews
12+ hour, 45+ min ago (783+ words) Every trip report on my travel site goes through an LLM before readers see it. The most important line in that prompt is not about catching bad content. It is this one, verbatim: "Bad reviews" as in negative. The trip…...
Construindo um Pipeline de Processamento de Pedidos com o Padrão Chain of Responsibility em Java
13+ hour, 37+ min ago (466+ words) Sistemas que processam uma entrada por múltiplas etapas sequenciais — validação, transformação, enriquecimento, persistência — costumam cair em uma armadilha comum: todas as etapas ficam concentradas em um único método gigante, cheio de if/else aninhados, cada um responsável por uma verificação…...