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DEV Community
dev.to > starnikov > a-telegram-job-alert-bot-in-60-lines-of-python-on-live-ats-data-k9a

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…...

DEV Community
dev.to > sarthakagrawal927 > the-more-aggressive-matmul-kernel-lost-to-the-register-budget-1e2i

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…...

DEV Community
dev.to > nio_zanghotmailcom_zang > tokeneff-an-open-source-llm-cost-meter-that-runs-locally-5440

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…...

DEV Community
dev.to > client0s > build-a-small-openosrs-plugin-in-java-4p2n

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…...

DEV Community
dev.to > ashish_sinha_5241c7673d93 > i-described-1245-tables-with-an-llm-and-retrieval-got-worse-58a

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…...

DEV Community
dev.to > jshelley > i-built-an-hourly-newspaper-for-e-ink-and-turned-the-pipeline-into-an-mcp-server-1ebg

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…...

DEV Community
dev.to > n1x3n > what-has-working-with-multiple-languages-been-like-on-your-projects-2118

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,…...

DEV Community
dev.to > aurelionakamura > i-built-a-redos-scanner-that-proves-each-bug-offline-and-hands-you-a-verified-fix-3a5e

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…...

Medium
medium.com > @0s.and.1s > llm-discussions-02-train-time-vs-test-time-compute-3ad7194efdee

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 …...

DEV Community
dev.to > lisandro_reinoso_d12ac7b9 > keeping-a-record-working-across-many-sessions-1g2k

"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…...