Open-source coffee break

AI/IT News and Other Researches for Coffee Breaks

Short reads from open-source digging, AI-assisted research, and the occasional internet rabbit hole — useful, a little weird, and best enjoyed before the coffee gets cold.

Built from open sources and automated research flows. Good for discovery, not courtroom truth — please treat every article with curiosity and a grain of salt.
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News

Latest articles mirrored from the active pipelines.

13 articles
News 2026-08-22

Fit app scam ?

This article is mostly about Question B. Question A is settled by the upstream research in a single sentence.

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News 2026-08-16

Minimax-M3: A Comparative Analysis of a Compact Large Language Model

0 public references verified against vendor documentation.

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News 2026-08-16

Minimax-M3: A Comparative Analysis of a Compact Large Language Model

6 public references verified against vendor documentation.

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News 2026-08-16

Elastic Certified Engineer Exam version 9.3

Diagnose three failed requests: one caused by permissions, one by a missing resource, and one by invalid request syntax.

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News 2026-08-16

4 nginx 1.24 CVEs Worth Fixing Before Lunch

Open-source caffeine: quick fixes, patch paths, and a few alternatives before the next sip.

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News 2026-07-29

Graphify for openweight models

What an end user is reasonably hoping for vs. what graphify actually delivers:

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News 2026-07-29

of Bionic Lm-studio

The case for Bionic is not "another chat box." It is four concrete shifts in how a knowledge worker uses an open model.

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News 2026-06-26

Three Chinese AI Models Worth Your Stack in 2026 — A Practical Buyer's Guide for the Inte…

Audience: An intermediate AI user — comfortable with APIs, not yet deep on model internals — who wants to build a workflow app for day-to-day DevOp…

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How-tos

Guides, recipes, and step-by-step walkthroughs.

1 article
How-tos 2026-08-16

GitLab Package Registry

with search, sort, filter, shareable URLs, and per-ecosystem install snippets.

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Ideas

Brainstorms, opinions, and speculative angles.

4 articles
Ideas 2026-08-22

e-book reader

*Top 3 e-book readers on Alza.cz — ranked on display and backlight quality for the price. Re-verified 2026-08-18.*

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Ideas 2026-08-17

the salt intake

Anyone choosing this approach should separate three questions that are often bundled together:

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Ideas 2026-08-16

Small LLM helping with git , files and folders on laptop

*Model-selection guide for a Mac with Apple M4 and 24 GB of unified memory. Research snapshot: 29 July 2026.*

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Ideas 2026-08-16

ihunt.ro research

Not a scam. Multiple hard-to-fake signals are present and were re-verified live on /oferta in this run:

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