linggen

4 ms·

31.
What is a token and why does it cost so much? [video](youtube.com)
1 points by linggen 3mo ago|0 comments
32.
by linggen 3mo ago
same here. i usually only notice fonts when something feels off, not when it's working. the article made the hidden defaults feel a lot less arbitrary.
33.
How PgBouncer Works(augusteo.com)
2 points by linggen 3mo ago|0 comments
34.
How PgBouncer Works(augusteo.com)
3 points by linggen 3mo ago|0 comments
35.
Free-threaded Python: past, present, and future(lwn.net)
3 points by linggen 3mo ago|0 comments
36.
Ignore DNSSEC if you like MitM attacks(whynothugo.nl)
3 points by linggen 3mo ago|0 comments
37.
Font-Family Recommendations(chrismorgan.info)
5 points by linggen 3mo ago|2 comments
38.
by linggen 4mo ago
the hard part probably isn't search over 500k emails, it's keeping the generated wiki from becoming a second messy inbox. i'd want to see how it handles stale facts and conflicting versions of the same project. email has a lo
39.
by linggen 4mo ago
For coding agents, the biggest improvement for me wasn't a different editor, it was making the tool/context path inspectable. If a skill or memory block gets injected, I want to see exactly why it was selected and what text it add
40.
by linggen 5mo ago
yes, continue it. I archived my agent, but now revived it, keep building it, not just for selling it, the building itself is the real fun, learn a lot, build while changing direction, will be something someday.
41.
by linggen 5mo ago
a good mcp, just curious about the reason you pick the MCP instead of a skill, can it done by a skill as well?
42.
by linggen 6mo ago
Linggen is an agent with a WebUI and P2P architecture, which sets it apart from tools like Claude Code and OpenClaw. The name is inspired by the Chinese fantasy novel Fanren Xiuxian Zhuan. It started as a fan project but is designed for pra
43.
Show HN: Linggen – Open-source AI agent with P2P remote access from your phone(linggen.dev)
4 points by linggen 6mo ago|1 comments
44.
by linggen 7mo ago
Author here. Built this because I wanted one system where I could drop a markdown file and get a new agent — for coding, but also for scheduled code reviews, architecture checks, or anything else. The file-based approach is the c
45.
Show HN: Linggen – Open agent system in Rust, any model, file-based(linggen.dev)
2 points by linggen 7mo ago|1 comments
46.
by linggen 9mo ago
I’m the author. This came out of watching AI tools subtly rewrite system boundaries while still passing tests. The post is about documentation topology and keeping intent close to code—not about a specific tool.
47.
How to keep AI-written code aligned (without repeating yourself)(linggen.dev)
1 points by linggen 9mo ago|1 comments
48.
by linggen 10mo ago
I do have a local model path (Qwen3-4B) for testing. The tradeoff is simply model quality vs locality, which is why Linggen focuses on controlling retrieval rather than claiming zero data ever leaves the device. Using a local LLM is straigh
49.
by linggen 10mo ago
That’s true — Linggen can’t control the behavior of Claude or any other cloud LLM. What it can control is the retrieval boundary: what gets selected locally and exposed to the model. If nothing is returned, nothing is sent. If a strict zero
50.
by linggen 10mo ago
Yes, that’s correct — the model only sees the retrieved slices that the MCP server explicitly returns, similar to pasting selected context into a prompt. The distinction I’m trying to make is that Linggen itself doesn’t sync or store projec
51.
by linggen 10mo ago
Good question. Linggen itself always runs locally. When using Claude Desktop, it connects to Linggen via a local MCP server (localhost), so indexing and memory stay on-device. The LLM can query that local context, but Linggen doesn’t push y
52.
by linggen 10mo ago
Compared to plain docs, Linggen indexes project knowledge into a vector store that the LLM can query directly. The key difference is that it works across projects. While working on project A, I can ask: “How does project B send messages?” a
53.
by linggen 10mo ago
Hi HN, I’m the author. Linggen is a local-first memory layer that gives AI persistent context across repos, docs, and time. It integrates with Cursor / Zed via MCP and keeps everything on-device. I built this because I kept re-explaini
54.
Show HN: Linggen – A local-first memory layer for your AI (Cursor, Zed, Claude)(github.com)
36 points by linggen 10mo ago|10 comments