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25 articlesGuides, comparisons and analysis for people building with modern technology.
The Competence Debt of Agentic Coding
A coding agent can now inspect a repository, implement a feature, modify multiple files, run tests, fix failures, and prepare code for review. That is a remarkable change in software development. It also creates a problem that is easy to
Claude’s Intelligence Isn’t Worth $20 to Me Anymore
I like Claude. That is precisely why I have a problem with Claude Pro. Claude can write exceptionally well. Its coding models are genuinely competitive. Claude Code is one of the strongest arguments Anthropic has made for putting an AI
The One Extra Click That Makes Chrome's Built-in Gemini Feel Less Intelligent
Intelligence isn't just about the model When we talk about AI products, we usually compare models. Qwen vs Gemini. Claude vs GPT-6. Reasoning vs Non-Reasoning . Latency vs Context window vs Benchmarks. Those comparisons matter. But after
I Didn’t Rebuild My Portfolio to Look Better. I Rebuilt It to Be Found
A portfolio is often treated as a visual résumé: a polished landing page, a few project cards, and a contact link. I wanted mine to do more. This rebuild was about turning my portfolio into a durable professional platform. One that clearly
AI Agents Do Not Just Need More Context. They Need a Context Budget
A long context window sounds like an obvious advantage for an AI agent. The agent can retain more search results, tool outputs, intermediate reasoning, and evidence. Give it enough context, and perhaps it will stop forgetting what it
Turning a Manual Health Insurance Process into a Reliable Digital Application Flow
Disclosure: This case study is anonymized. Product screenshots, source code, client branding, proprietary workflows, and internal metrics have been excluded. Industry: Health insurance Project type: New digital product feature My
Building a Reliable Travel Insurance Purchase Journey
Disclosure: This case study is anonymized. Client branding, production screenshots, source code, internal architecture, customer data, and business metrics have been excluded. Industry: Travel insurance Project type: Digital quote and
Building a Recurring Logistics Operations Module
Disclosure: This case study is anonymized. The client’s identity, product branding, source code, production screenshots, internal architecture, customer information, commercial terms, and performance metrics have been excluded. Industry:
Connecting a Task Platform to an Enterprise Employee Directory
Disclosure: This case study is anonymized. The client and employer relationship, production screenshots, source code, tenant information, employee records, internal architecture, and commercial metrics have been excluded. Industry: Project
The Biggest Thing I Learned at a Hackathon Had Nothing to Do with AI
For most of my career, I thought software engineering was primarily about building things. Choosing the right architecture. Writing clean code. Designing scalable systems. Picking the right framework. Optimizing performance. Like many
Designing a Connected Candidate-to-Hire Workflow
Disclosure: This case study is anonymized. Product branding, source code, production screenshots, employee and candidate information, internal architecture, commercial details, and performance metrics have been excluded. Industry:
Frontend Is Easy… Until You Actually Build Something
Every frontend developer has heard some variation of these. "It's just a screen." "Backend does the real work." "AI can generate that." "Just use ShadCN." "Just copy the component." "It's just a checkbox." And every frontend developer