czlterm: My Lightweight, Open-Source XPipe Alternative with SSH/RDP/VNC Management, Vaultwarden Credentials, and MCPI used to manage my servers with XPipe. It worked fine, but the memory usage was too high—it’s written in Java and uses…2026-10-0920IT
9 Techniques to Improve Agent Output Quality: Research Evidence, Ready-to-Use Prompts, and LimitationsThe same Agent can sometimes complete a task accurately, yet at other times miss requirements, invent details, or produc…2026-10-0700IT
What to Do When Agent Tool Calls Fail: An Engineering Guide to Error Classification, Timeout Handling, and Idempotent RetriesWhen an Agent tool call fails, you cannot just add “retry three times on failure” to its instructions. Retrying a lookup…2026-10-0700IT
Cloudflare MCP Portal Guide: Combine Remote Tools, Configure Authentication, and Manage the Portal with AIMultiple remote MCP servers can be combined into a single connection through a Cloudflare MCP portal. Clients only need…2026-10-0700IT
Why AI Agent Stop Buttons Are Hard to Build: Cancellation Signals, Tool Processes, Session History, and Execution StateWhen a user clicks an AI Agent’s “Stop” button and the interface stops displaying text, has the task really stopped? If…2026-10-0700IT
Tailcat: Tailscale's netcat for encrypted tunnels between two machines, no account requiredTailscale has released a small tool called Tailcat: it works like netcat, but uses Tailscale's data plane underneath (Wi…2026-10-0400IT
Worktrunk: A Wrapper for git worktree That Keeps Parallel AI Agents from Clashing over FilesWhen you run five or six Claude Code or Codex sessions at once, the first problem you hit is that they all edit files in…2026-10-0100IT
llmfit: Find Out Which Local LLMs Your Computer Can Run with One CommandIf you've tried running large language models locally, you've probably hit the same wall: you find a model you like, dow…2026-10-0100IT
DBX: A 25 MB Database Client for Over 100 Database Types, with MCP for AI AgentsAnyone who has installed DBeaver probably remembers that Java runtime. TablePlus is nice but costs money, and let's not…2026-09-2900IT
Netcup VPS 500 G12 Review: Nuremberg, GermanyNetcup VPS 500 G12 tested in Nuremberg: EPYC Genoa with 2 cores, 4G RAM, and a 125G disk; native German IP with full streaming access. Return routes use Arelion for China Telecom/Unicom and Core-Backbone → CMI for China Mobile.2026-09-22230IT
Wood Chen
