A small regression test for Chinese and Japanese document ingestion: catch whitespace-based chunking, add a code-point cap, and preserve source offsets without confusing characters with embedding tokens.
Why MCP Client Credentials Fail When OAuth Discovery Is Missing
Separate the MCP resource, authorization-server issuer, and token endpoint when a machine client has valid credentials but discovery never reaches the token request.
Fix GitHub MCP ‘Requires Authentication’ in Docker Sandboxes
Separate the Docker sandbox secret, Copilot CLI login storage, the built-in GitHub MCP server, and workspace overrides when authentication fails or disappears after exit.
Claude MCP Authentication: Public, Local, or Remote?
Choose MCP authentication from the deployment boundary: a deliberately public demo, a local developer server, or an OAuth-protected remote service for Claude.
Ten Checks Before You Deploy an MCP Server
A practical pre-deployment review for an MCP server: pin the protocol era and code revision, compare advertised and live capabilities, exercise valid and invalid calls, map real authority, and finish with an evidence-backed go/no-go decision.
Before Installing KOReader on a Kindle: Match the Device, Firmware, and Package
A short compatibility-first guide to avoiding stale Kindle jailbreak and KOReader instructions.
How I’d Build a Local PubMed/PMC Search and QA Workstation
A practical design for a one-workstation biomedical literature explorer: ingest the right NCBI datasets, preserve IDs and licenses, measure lexical and semantic retrieval separately, and make every generated answer open back to its evidence.
How to Reproduce a Research Codebase on a New Workstation
A practical way to test one research-software stage: pin the revision, record the environment and input contract, preserve the first failure, and return a clear go/no-go result.
Remote Access for a Small Team: Decide Roles Before Choosing RDP or a VPN
A practical access matrix for choosing shared files, web apps, SSH, or remote desktops—and testing offboarding and recovery before rollout.
在 Ubuntu 上用 UU 远程：我做了一个可复现的兼容桥
Ubuntu 没有官方 UU 远程 Linux 客户端时，如何用隔离的 Wine、RDP 中继和输入桥接控制真正的 GNOME 桌面。