Kevin Kern
kevinkern.dev
Kevin Kern
@kevinkern.dev
Teaching & building AI apps to reduce the workload

📓 Building instructa.ai Academy
Curated Ai Prompts instructa.ai/en/ai-prompts
🇺🇦 Raised 20k for UA
👨‍💻 coder & design
Website: kevinkern.dev

📍 Vienna, Austria
Instead of switching between MCP servers like chrome devtools, context7, linear... you create a single workflow (e.g., frontend_tools) that orchestrates them. Your MCP client (Cursor, Claude Code) sees minimal needed tools.
November 20, 2025 at 12:16 AM
Multiple way to serve context. But you always should keep an eye on your context window and don't pollute it with unnecessary or wrong information. Thats your "job" as agentic engineer.
November 7, 2025 at 1:19 PM
- The agent is able to read linters
- The agent has access to externals tools served via CLI/MCP
- The agent has memory of your past decisions
- The agent has access to tasks written in .md
November 7, 2025 at 1:19 PM
What does high context mean?

- The agent is able to run tests against your codebase.
- The agent has access logs
- The agent has rules available (AGENTS .md)
- The agents has access to semantic search (thats why its still useful to index your codebase)
- The agents has relevant docs available
November 7, 2025 at 1:19 PM
To explain: With better models and a codebase that serves as context you can just talk to the model.

The less context you have, the more specific your prompt should be.
November 7, 2025 at 1:19 PM
You'll receive findings (high, medium, low), including an analysis of missing tests for the given plan.
November 6, 2025 at 2:31 AM
The changelog contains a complete list of all updates.
November 3, 2025 at 1:29 PM
composer-alpha-1 is now my go model for fast ask/answer/edit tasks.

GPT-5 is still excellent for solving complex, high-level problems (especially GPT-Pro and Deep Research), but it’s not ideal for quick edits.

Using both models together has given me my most productive workflow so far.
November 3, 2025 at 1:29 PM
Summary: I've tested the new version for a few days and really enjoyed using the new composer model.

Compared to Claude Sonnet and GPT-5, it feels closer to Sonnet but with much better code understanding and results inside Cursor. (Not talking about CC Sonnet)
November 3, 2025 at 1:29 PM
5/ Better Code Review

You can now view all changes from Agent across multiple files in one place, without switching between files.
November 3, 2025 at 1:29 PM
The worktree option lets you build features in isolated branches. With Best-of-N, multiple agents run in parallel, and each git worktree has its own clone of the codebase to prevent conflicting changes.
November 3, 2025 at 1:29 PM
4/ Git worktree and best-of-n selection

We have seen this in codex before. Cursor generates multiple versions of a task so you can pick the best one.
November 3, 2025 at 1:29 PM
3/ Browser Mode

This is a good one for designers and frontend-devs

- You can now open an inline browser and directly select the elements you want to edit.
- The @ browser command is helpful to access and chat with your site/app and test your changes live.
November 3, 2025 at 1:29 PM