- Tools vs Resources vs Prompts: the MCP primitive you're misusing
MCP primitives (Tools, Resources, Prompts) are not interchangeable. The misuse that bites: shipping read-only data as a Tool the model must choose to call.
Jul 13, 2026 · 14 min
- MCP transports, decided
MCP transport choice, decided: stdio for local, Streamable HTTP for remote, SSE deprecated. The ten-second rule plus the stdout gotcha that costs you an afternoon.
Jul 1, 2026 · 9 min
- No, MCP servers aren't dead (and here's the 2007 reason why)
MCP isn't dead. The 'MCP is dead' wave measures the wrong axis: update friction. MCPs auto-fetch the maintainer's latest; skills default to download-and-own.
Jun 1, 2026 · 14 min
- Rebuilding Invoice System with AI: A 48-Hour Journey
Leveraged LLMs to rebuild our invoice system in 48 hours. Explores AI-driven development, prompt engineering, and lessons learned from this rapid migration.
Apr 28, 2025 · 7 min
- AI Code Assistants: Blurring the Lines Between Categories
Discover how AI coding assistants like Copilot and Aider are converging, blending inline suggestions with multi-file editing for a more efficient development workflow.
Dec 6, 2024 · 2 min
- LLM Development Lessons: Tools, Tips, and Tricks
A developer's journey through LLM-powered development tools. Shares favorite tools, reasons for skipping others, and 8 battle-tested tips for LLM coding.
Sep 12, 2024 · 7 min
- My LLM Workflow: ChatGPT, Copilot, and Other Tools
Explore my personal workflow using LLM tools like ChatGPT and Copilot. Learn how I leverage AI for coding, writing, and daily tasks, plus discover helpful resources.
Oct 10, 2023 · 15 min
- ChatGPT and the Future of Technical Interviews
Learn how ChatGPT is changing technical interviews. Focus on practical skills, cultural fit, and adapting to AI in the hiring process.
Aug 25, 2023 · 7 min