sky4me blogPractical insights on cloud, AI, and security.https://sky4me.pl/Playwright or Playwright MCP? Discovery Is Not Defensehttps://sky4me.pl/blog/playwright-vs-playwright-mcp/https://sky4me.pl/blog/playwright-vs-playwright-mcp/An AI agent driving the browser and a deterministic spec suite solve different problems. Here is the line between exploring with MCP and defending with standard Playwright.Sun, 07 Jun 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)Guardrails Aren't a Cage. They're How AI Ships.https://sky4me.pl/blog/guardrails-are-how-ai-ships/https://sky4me.pl/blog/guardrails-are-how-ai-ships/AI doesn't fail loudly. It drifts. The problem isn't the model. It's skipping the guardrails that let AI actually finish.Sun, 24 May 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)Same Tool, Opposite Outcomeshttps://sky4me.pl/blog/knowledge-regression-is-a-choice/https://sky4me.pl/blog/knowledge-regression-is-a-choice/AI either leverages your competence or buries it. The difference is not the tool — it is how you operate it. Here is what changes when you choose.Sun, 17 May 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)Branches Were Built for One of You. Agents Aren't.https://sky4me.pl/blog/branches-dont-scale-to-agentic-work/https://sky4me.pl/blog/branches-dont-scale-to-agentic-work/Branch-switching is a single-threaded habit. Once Claude Code sessions run in parallel and PR reviews happen alongside your own work, git worktrees stop being optional. The tips, alternatives, and editor tooling that actually make the discipline stick.Mon, 11 May 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)Saving Tokens in LLMs: Graphify, Caveman & Context-Modehttps://sky4me.pl/blog/saving-tokens-in-llms/https://sky4me.pl/blog/saving-tokens-in-llms/The biggest LLM cost isn't the model — it's wasted tokens. Graphify, caveman, and context-mode cut token usage 5–10× in real agentic workflows.Sun, 03 May 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)AI Frontends Don't Have to Be Boring: A Skill Stack for Creative Productshttps://sky4me.pl/blog/ai-frontends-dont-have-to-be-boring/https://sky4me.pl/blog/ai-frontends-dont-have-to-be-boring/Stop accepting AI-generated frontend defaults. Here's the skill stack that makes Claude Code produce distinctive UIs instead of generic slop.Thu, 16 Apr 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)From Architect to Shipper: Why I Built the SDLC Pluginhttps://sky4me.pl/blog/why-i-built-sdlc-plugin/https://sky4me.pl/blog/why-i-built-sdlc-plugin/Architecture is my role — but shipping faster is the goal. Here's how AI development gave me superpowers, then new blockers, and why I built a plugin to automate past them.Wed, 15 Apr 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)Welcome to the sky4me Bloghttps://sky4me.pl/blog/hello-world/https://sky4me.pl/blog/hello-world/Insights on cloud architecture, AI integration, and secure software for growing businesses.Sat, 07 Mar 2026 00:00:00 GMTconsulting@sky4me.pl (sky4me)