网页
综合
更新时间 2026-08-12 10:45:39
Heinrich Neb - DEV Community
Building cachly (MCP): your coding agent remembers your codebase and every decision made — not just the chat. Follows you between editors, stays when someone leaves. I post what I learn shipping it.
Keep contributing to discussions by posting at least 2 comments per week for 4 straight weeks. Unlock the 8 Week Badge next.
Keep the community conversation going! Post at least 2 comments for 2 straight weeks and unlock the 4 Week Badge.
Awarded for sharing the top weekly post under the #discuss tag.
Awarded for having a post featured in the weekly "must-reads" list. 🙌
For actively engaging with the community by posting at least 2 comments in a single week.
Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge.
Go (Fiber, GORM), TypeScript, Next.js/React, Postgres, Redis/Valkey, Docker, k3s, Keycloak/OIDC. Generalist: I build the backend, the frontend and the boxes it runs on.
How retrieval quality actually behaves in practice: reranking, decay, and why the obvious improvement often makes the benchmark worse. Also the MCP ecosystem as it settles.
Currently hacking on
cachly — an MCP server that gives AI coding assistants memory across sessions, plus its VS Code and JetBrains extensions and SDKs for 12 languages.
Happy to talk about MCP servers, giving AI assistants persistent memory, or EU/GDPR hosting for AI tooling. Also always interested in how your team keeps context between sessions.
Create an account to connect with Heinrich Neb. You can also sign in below to proceed if you already have an account.
Cross-device testing reveals surprising boundaries
A practical method for testing AI guardrails
89 percent of guardrails never tested for failure
Real metrics on six weeks of single-user testing
DEV Community — A space to discuss and keep up software development and manage your software career
Built on Forem — the open source software that powers DEV and other inclusive communities.
Made with love and Ruby on Rails. DEV Community © 2016 - 2026.
We're a place where coders share, stay up-to-date and grow their careers.
Keep contributing to discussions by posting at least 2 comments per week for 4 straight weeks. Unlock the 8 Week Badge next.
Keep the community conversation going! Post at least 2 comments for 2 straight weeks and unlock the 4 Week Badge.
Awarded for sharing the top weekly post under the #discuss tag.
Awarded for having a post featured in the weekly "must-reads" list. 🙌
For actively engaging with the community by posting at least 2 comments in a single week.
Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge.
Go (Fiber, GORM), TypeScript, Next.js/React, Postgres, Redis/Valkey, Docker, k3s, Keycloak/OIDC. Generalist: I build the backend, the frontend and the boxes it runs on.
How retrieval quality actually behaves in practice: reranking, decay, and why the obvious improvement often makes the benchmark worse. Also the MCP ecosystem as it settles.
Currently hacking on
cachly — an MCP server that gives AI coding assistants memory across sessions, plus its VS Code and JetBrains extensions and SDKs for 12 languages.
Happy to talk about MCP servers, giving AI assistants persistent memory, or EU/GDPR hosting for AI tooling. Also always interested in how your team keeps context between sessions.
Create an account to connect with Heinrich Neb. You can also sign in below to proceed if you already have an account.
Cross-device testing reveals surprising boundaries
A practical method for testing AI guardrails
89 percent of guardrails never tested for failure
Real metrics on six weeks of single-user testing
DEV Community — A space to discuss and keep up software development and manage your software career
Built on Forem — the open source software that powers DEV and other inclusive communities.
Made with love and Ruby on Rails. DEV Community © 2016 - 2026.
We're a place where coders share, stay up-to-date and grow their careers.
本页为82搜索生成的网页快照，内容来自站内索引；演示数据的原文链接仅作示例。