Search Articles — Sudonull

https://sudonull.com/phpunit-covers-navigation-and-test-coverage-for-developers

How to use covers annotations and attributes in PHPUnit to improve navigation between tests and code. Practical examples and IDE setup.

https://sudonull.com/matrix-downsampling-filter-50m-points

Pixel-perfect rendering of scatter plots: matrix filter vs LTTB/M4. 100% coverage on 50 million points. Code, benchmarks, metrics for developers.

https://sudonull.com/unit-testing-embedded-principles

Analysis of advantages, disadvantages, and 20+ principles of unit testing in firmware. For middle/senior developers: refactoring, coverage, HIL on target. Learn how to implement tests without spaghetti code.

https://sudonull.com/code-graph-dependency-and-complexity-analysis-in-large-projects

Learn how the code graph helps automate navigation through complex codebases, find hot spots, and assess the impact of changes. A practical guide for developers.

https://sudonull.com/code-assistant-vs-code-setup-with-ollama

Set up Code Assistant in VS Code with local project indexing on Ollama and Qdrant. Instructions on embeddings, skills, subagents. Save on foreign LLMs — start for free.

https://ymaho.com/alibaba-ends-free-qwen-code-access-dev-impact

Alibaba shut down Qwen Code's free tier. Learn how this affects developers and why Chinese AI is going proprietary.

https://ymaho.com/deepmind-s-era-system-ai-rewrites-scientific-code

Google DeepMind introduced ERA, an AI agent for automatic optimization of scientific code. Learn how it changes science and reduces the discovery cycle from weeks to hours.

https://lrivo.com/wimbledon-history-traditions-white-dress-code-strawberries

Discover what is the history of Wimbledon and its traditions, from the all-white dress code to strawberries and cream. Explore the origins and evolution of tennis' most prestigious tournament.

https://ymaho.com/imagination-and-vision-neurons-turned-out-to-be-the-same

Cedars-Sinai researchers proved: imagination and vision activate the same neurons. Learn how the discovery of the neural code changes the understanding of memory, creativity, and treatments for mental disorders.

https://ymaho.com/grafana-refused-to-pay-hackers-a-cybersecurity-lesson

How Grafana Labs refused the Coinbase Cartel extortionists after a code leak and turned the hack into a security masterclass. Learn the attack details and protect your repositories.

https://ymaho.com/snap-layoffs-how-ai-is-reshaping-tech-jobs

Snap cuts 1,000 jobs as AI handles 65% of new code. Learn what this tech shift means for workers and the future of routine office tasks.

https://ymaho.com/chip-usc-for-edge-computing-in-medicine-synaptic-plasticity

Analog USC chip mimics the brain, learns without batteries and code. Revolution for wearable devices and implants. Learn how the self-learning memristor works.