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Testing without requirements: 4 QA rules

https://sudonull.com/testing-without-requirements-4-qa-rules

Learn how QA engineers work with incomplete tasks: closed questions, transition tables, CRUD matrices. Practical approaches for middle/senior. Apply in your team.

Chess with LLM on Python without hallucinations

https://sudonull.com/chess-with-llm-on-python-without-hallucinations

Integrating LLM into chess: FEN, PGN, UCI prompts and fallback with python-chess. Free OpenRouter. Code for middle/senior dev. Build your own AI opponent.

RBAC with statuses in JMatrixPlatform

https://sudonull.com/rbac-with-statuses-in-jmatrixplatform

Implementation of advanced RBAC with lifecycles and object statuses. Code examples, audit, SQL filtering. For middle/senior developers. Study the mechanisms.

LLM and originality: experiment with apophatic AI | Analysis

https://sudonull.com/llm-and-originality-experiment-with-apophatic-ai-analysis

Experiment with Gemini 3.1 Pro proved: LLM reproduces original concepts without citing the source. How to check the uniqueness of AI generation? Find out now.

DRAG with KNEE for RAG: dynamic pruning

https://sudonull.com/drag-with-knee-for-rag-dynamic-pruning

Learn how DRAG with KNEE improves RAG through hierarchical Qdrant trees and knee-point pruning. Adaptive search reduces noise and tokens. Implementation in Python.

From other projects

Ceasefire with Iran: Pentagon deliberately ignores war

https://ymaho.com/ceasefire-with-iran-pentagon-deliberately-ignores-war

Hegseth and Cain deny ceasefire breakdown with Iran, saving markets from collapse. Learn why strikes on UAE are dismissed as 'incidents' and what this threatens. Detailed analysis.

War with Iran: Pentagon estimates costs at $29 billion

https://ymaho.com/war-with-iran-pentagon-estimates-costs-at-29-billion

The real cost of the conflict is hidden from Congress and may exceed $50 billion. Find out who profits from the war and what it threatens the US economy.

Oil with lemon: wellness ritual 2026 and its analysis

https://ymaho.com/oil-with-lemon-wellness-ritual-2026-and-its-analysis

Why is everyone drinking oil with lemon? Analyzing the viral trend of 2026: science, marketing, and hidden risks. Find out if the morning shot is worth trying.

Schemes with humanitarian aid: impact on markets

https://ymaho.com/schemes-with-humanitarian-aid-impact-on-markets

Analysis of the scheme for importing cars under the guise of aid. How customs loopholes affect logistics, donor trust, and prices for ordinary people.

Makeup with skincare: the #skincaremakeup trend

https://ymaho.com/makeup-with-skincare-the-skincaremakeup-trend

Trend #skincaremakeup: why hybrid cosmetics don't work and harm the skin. Technologist's analysis: truth about compositions, risks, and forecasts. Learn how not to harm your skin.

Perfume with the scent of sunscreen: Vacation Gelée fragrance

https://ymaho.com/perfume-with-the-scent-of-sunscreen-vacation-gele-e-fragrance

Analyzing the launch of Vacation Gelée fragrance — nostalgic trend, sensory anchor marketing, and why $79 for 'beach in a bottle' is more profitable than luxury. Read the review.

From the web

WITH Definition & Meaning - Merriam-Webster

https://www.merriam-webster.com/dictionary/with

6 days ago · You may end a sentence with "with," provided you are willing to listen to people tell you that you should not have ended it with a preposition. There is nothing inherently wrong about ending a …

With - definition of with by The Free Dictionary

https://www.thefreedictionary.com/with

Having as a possession, attribute, or characteristic: arrived with bad news; a man with a moustache. b. Used as a function word to indicate accompanying detail or condition: just sat there with his mouth …

Learn English: BY or WITH? - YouTube

https://www.youtube.com/watch?v=J0FDlPkWGDs

Nov 5, 2016 · I'll show you the key grammatical differences between these words, as well as what sentence structure to use with each, so that you can use 'by' and 'with' correctly in your spoken and …

With | Definition, Meaning & Uses - QuillBot

https://quillbot.com/blog/sentence-and-word-structure/with/?msockid=2eef95392e47615934fd82b72f246009

Mar 19, 2025 · The word with is a preposition and conveys meanings such as “together in the same place as” (e.g., “Keep it with you at all times”), “having/featuring” (e.g., “The one with the polka dots”), …

WITH | English meaning - Cambridge Dictionary

https://dictionary.cambridge.org/dictionary/english/with

With best wishes from Charles. With love, Roberta. With your contribution, that makes a total of £45.

with preposition - Definition, pictures, pronunciation and usage notes ...

https://www.oxfordlearnersdictionaries.com/definition/english/with

Definition of with preposition from the Oxford Advanced Learner's Dictionary. For the special uses of with in phrasal verbs, look at the entries for the verbs. For example bear with somebody/something is in …

Is ‘With’ a Preposition? 4 Core Uses & Real-World Examples

https://eslbuzz.com/is-with-a-preposition/

“With” is unquestionably a preposition — one of the most common and flexible ones in English. As a preposition, it shows the relationship between a noun (or pronoun) and other words in a sentence. …

Davido - With You (Official Video) ft. Omah Lay - YouTube

https://www.youtube.com/watch?v=XCjU9qbfv1U

Concert events listed are based on the artist featured in the video you are watching, channels you have subscribed to, your past activity while signed in to YouTube, including artists you search...

With Definition & Meaning | YourDictionary

https://www.yourdictionary.com/with

With definition: In the company of; accompanying.

With - Grammar - Cambridge Dictionary

https://dictionary.cambridge.org/grammar/british-grammar/with

We use with to mean ‘because of’ or ‘as a result of’. This is especially common in speaking: With all this work, I’d better stay in tonight. I couldn’t sleep with the noise of the traffic. She made contact with …

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