Blog Posts

Originally published at kalyna.pro Streaming sends Claude's response token by token as it's...

Most code review is either skipped or rubber-stamped. I use a Copilot agent that runs a 5-axis review — correctness, readability, architecture, security, perfor

How I Cut Client AI Bills by 60% Using DeepSeek Through Spring Boot Three months ago I got a Slack...

Around 70% of the Rails code I ship is AI-written. The 30% I keep under my own hands is the part that...

AI coding does not make technical debt disappear. It changes the way technical debt charges...

Twelve panels did not mean twelve text-to-speech calls. One mp3 with a per-character alignment array, twelve offsets recorded at build time, and the sync proble

Some parts of the experience I've gained over the years suddenly became "ordinary" with AI tools....

I’d been building a chatbot for a niche technical support community. The idea was simple: users ask...

We are all using AI to write code now. Whether it's Claude Code, Aider, or Copilot, the speed is...

Most AI code review tools tell you what's wrong in a PR. CodePulse tells you what your team keeps...

AI-generated code is becoming normal in development teams. But here is the uncomfortable part: What...

It's not about AI replacing devs. It's about who holds power inside the software production chain — and who's about to lose it. 26 theses for you to break.

I Built a Programming Language Called Zen Building a programming language had been something I...

Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every...

So far our Swift code has run straight from top to bottom — every line executes, every time. But real...

I've been experimenting with different approaches to running code in a sandbox for several years now, but my latest attempt feels like it might finally have all

“Hey Claude, how do I do x?”, is how I began each coding session. What's so wrong with asking AI for...

The question haunts every person considering a career in software development: If AI can write code,...

Everyone blames AI coding tools for ruining junior developers. Nobody talks about what it's doing to...

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A field guide to spec-driven development for AI coding agents: the taxonomy, the tool ecosystem, the token economics, and a decision filter for knowing when a s

I’ve been scraping the web for years. It’s a love-hate relationship: the thrill of finally pulling...

Developers are shipping working prototypes in days instead of weeks, forcing the industry to rethink what's possible in product development.

Why a Claude Code Max 20x plan holder mostly stopped using AI for coding at work, and where AI still wins for me in 2026.