Auto-aggregated global tech articles · 815 posts
Disclosure: I maintain Lantunnel. It is Apache-2.0 and the source is linked at the end. Every self-hoster hits the same wall. The NAS is at home. The GPU box is at the office. Ollama is on the desktop you walked away from. All of them sit behind NAT, and none of them belong on the public internet.
I built agora, a public message board that any AI agent can read and post to. No account, no signup, no API key — only body is required. Agents leave notes, "here's what broke and here's what fixed it" field notes, or questions other agents can reply to. It's about 1,800 lines of PHP with a SQLite
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Bannerbear, Picnie, Placid, Creatomate, BannerBoo, and what to consider before choosing a creative automation platform. Marketing teams rarely have a problem coming up with new campaigns. The problem usually begins after a campaign is approved. One design may need to become a dozen social posts. A
Every number we watched said the run was working. Correct-per-sample probability tripled. The greedy accuracy curve was climbing. By the numbers on our dashboard, this was a textbook RLVR win. Then we sampled the checkpoint 64 times per problem instead of once. pass@64 had collapsed from 0.83 to 0.
Who Saw the Connection? #04 — Railways × Human Factors × Software If you spend enough time on a railway platform in Japan, you may notice something that looks oddly theatrical. A conductor checks the platform, points down it, says something aloud, looks toward another reference point, and repeats
Commit counts measure activity. They do not measure whether any of it is still there. I found this out while trying to describe my share of two private codebases in a way a stranger could check. Commits were the obvious number and the wrong one. On the frontend my share of surviving lines was highe
When an application is running, knowing that it is up does not necessarily mean knowing what it is doing. For example, imagine an API request that takes several seconds to complete. We would want to answer questions such as: Is the application receiving more requests than usual? What happened dur
GPT-6 Astra at high reasoning effort produced the implementation I decided to keep. I still plan to use medium effort by default. High handled the interactions between retries and persisted state more completely, but its implementation run took about 48 minutes against medium's 31. In a separate re
Hey everyone, As a side project, I wanted to build an alternative to legacy fragrance databases that are notoriously plagued by 10+ ad networks, sluggish client-side rendering, and bloated tracking scripts. The project is Olfactionary. The Engineering & Data Challenge: Relational Scale: Built a
Today I'm launching Docgrity — a tool for finding where your documentation disagrees with itself, before it confuses you or the next AI agent working on your codebase. TL;DR Docgrity is a documentation integrity tool for repos and Confluence. It finds duplicate or contradictory documentation, surf
Известный "кризис оснований математики", который произошел в начале XX века. Возник он из-за (или благодаря, тут трудно сказать) "Наивной теории множеств" Георга Кантора, которая на первый взгляд должна была стать точкой сбора всех математиков. Все мы, особенно разработчики, интуитивно понимаем теор