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News
A Telegram job alert bot in 60 lines of Python, on live ATS data
40+ min ago (456+ words) Job boards go stale fast. By the time a weekly digest reaches you, the interesting roles have been open for a month. So let's build the smallest thing that fixes that: a Telegram bot that wakes up, asks one API…...
The more aggressive matmul kernel lost to the register budget
1+ hour, 2+ min ago (171+ words) The WebGPU matmul sweep started with a naive kernel, then added 16 by 16 workgroup tiling and a 4 by 4 output block per thread. At a 2048 cubed matrix size, the measured time moved from 47.24 ms for the naive kernel to 17.23 ms for tiling…...
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
2+ hour, 57+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
Build a small OpenOSRS plugin in Java
6+ hour, 35+ min ago (412+ words) A small plugin is a good way to learn a desktop client's extension system. This example displays a chat message after login. It covers discovery, dependency injection, game events and packaging without automating gameplay. I maintain the OpenOSRS project at…...
I described 1,245 tables with an LLM and retrieval got worse
5+ hour, 57+ min ago (1126+ words) The cataloguing step is supposed to be the easy win. You have a schema whose tables are called ecm_template_link and v_pmpm, your users ask questions in English, and the gap between those two vocabularies is why retrieval misses. So you point a…...
I built an hourly newspaper for e-ink (and turned the pipeline into an MCP server)
6+ hour, 37+ min ago (1124+ words) Every hour, a Lambda pulls about 120 items from ~100 RSS feeds, asks a small model to act as an editor, and typesets the result as a 480x800 one-bit page for the Xteink X4 e-ink reader on my desk. The same pipeline now produces…...
What has working with multiple languages been like on your projects?
6+ hour, 40+ min ago (236+ words) Hey everyone. I’m exploring a programming-language project and want to understand how people currently work across languages. Thinking about your most recent project where code in different languages needed to work together: What were you building, which languages were involved,…...
I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
8+ hour, 2+ min ago (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...
LLM Discussions (02): Train-time Vs. Test-time Compute
3+ hour, 35+ min ago (155+ words) Small Models with Deep Thinking Out-perform Frontier Models — But How? If this is the first story you have come across in our LLM Discussions …...
"Keeping a record: working across many sessions"
8+ hour, 4+ min ago (1623+ words) Day one closed in the small hours and day two started half an hour later, with a short session that didn't touch the product: it defined how sessions would be named, where they would be recorded, and which script would…...