Practical programming essays — code that ships, tools worth your time, and the tradeoffs behind the decisions. PHP, Python, JavaScript, and whatever fits.https://buthonestly.io/enhttps://buthonestly.io/javascript-dice-roller/https://buthonestly.io/javascript-dice-roller/A fair dice roller and a rigged one produce numbers that look exactly the same. After a night of zombies that would not die, I built one that shows its work.Tue, 01 Sep 2026 13:00:00 GMTProgramminghttps://buthonestly.io/shotlist-automatic-annotated-screenshots/https://buthonestly.io/shotlist-automatic-annotated-screenshots/I built shotlist because I knew I'd never keep docs screenshots up to date by hand. Each annotated shot becomes a YAML recipe you run instead of redo.Mon, 10 Aug 2026 13:00:00 GMTProgramminghttps://buthonestly.io/what-is-a-gpu/https://buthonestly.io/what-is-a-gpu/GPUs are crucial for AI due to their ability to perform parallel calculations, surpassing CPUs in matrix math efficiency.Tue, 04 Aug 2026 13:00:00 GMTProgramminghttps://buthonestly.io/how-to-choose-a-software-license-for-your-next-project/https://buthonestly.io/how-to-choose-a-software-license-for-your-next-project/Without a software license, GitHub code stays copyrighted by default. People can see it, but may not have permission to use, fork, or fix it.Tue, 05 May 2026 13:00:00 GMTProgramminghttps://buthonestly.io/limits-of-machine-learning/https://buthonestly.io/limits-of-machine-learning/Machine-learning curves look confident until speedrunners change the game underneath them. MediEvil shows why “AI as oracle” fails.Tue, 20 Jan 2026 13:00:00 GMTProgramminghttps://buthonestly.io/neural-network-predict-resin-usage-3d-printed-miniatures/https://buthonestly.io/neural-network-predict-resin-usage-3d-printed-miniatures/A tiny dense neural network learned resin consumption well enough to replace hours of manual slicing in my 3D printing business.Thu, 27 Nov 2025 13:00:00 GMTProgramminghttps://buthonestly.io/distilroberta-emotion-analysis-nlp-case-study/https://buthonestly.io/distilroberta-emotion-analysis-nlp-case-study/DistilRoBERTa emotion analysis case study: Steam reviews dataset, notebook, and plots for real-world NLP sentiment and emotion exploration.Thu, 20 Nov 2025 13:00:00 GMTProgramminghttps://buthonestly.io/what-is-vibe-coding-how-to-do-it/https://buthonestly.io/what-is-vibe-coding-how-to-do-it/Vibe coding turns natural language prompts into working code, shifting programming from memorizing syntax to communicating intent.Tue, 04 Nov 2025 13:00:00 GMTProgramminghttps://buthonestly.io/automated-x-account-cleanup/https://buthonestly.io/automated-x-account-cleanup/Automating my X cleanup let me delete years of noisy posts while keeping the human conversations that still matter.Sun, 02 Nov 2025 13:00:00 GMTProgramminghttps://buthonestly.io/building-convolutional-neural-network-python-tensorflow/https://buthonestly.io/building-convolutional-neural-network-python-tensorflow/Build, train, and tune a CNN in TensorFlow, understanding each layer from data prep to Bayesian hyperparameter search.Thu, 30 Oct 2025 13:00:00 GMTProgramminghttps://buthonestly.io/improve-woocommerce-related-products-recommendations/https://buthonestly.io/improve-woocommerce-related-products-recommendations/Use attributes, filters, and smarter recommendations to turn WooCommerce related products into genuinely helpful upsell suggestions.Thu, 21 Dec 2023 13:00:00 GMTProgramminghttps://buthonestly.io/woocommerce-eu-vat-number-setup/https://buthonestly.io/woocommerce-eu-vat-number-setup/Automatically validate EU VAT numbers at WooCommerce checkout with VIES so B2B orders stay compliant and error free.Mon, 04 Dec 2023 13:00:00 GMTProgramminghttps://buthonestly.io/disable-gtin-requirements-non-eligible-woocommerce-products/https://buthonestly.io/disable-gtin-requirements-non-eligible-woocommerce-products/Tell Google which WooCommerce products lack GTINs by outputting identifier_exists “no” only for truly exempt items.Mon, 20 Nov 2023 13:00:00 GMTProgramminghttps://buthonestly.io/delete-expired-coupons-automatically-woocommerce/https://buthonestly.io/delete-expired-coupons-automatically-woocommerce/Automatically remove expired WooCommerce coupons daily so your database stays lean and your marketing screen uncluttered.Wed, 01 Aug 2018 13:00:00 GMTProgramminghttps://buthonestly.io/make-product-attributes-linkable-woocommerce/https://buthonestly.io/make-product-attributes-linkable-woocommerce/Use product attributes as real links, not dead labels, so WooCommerce can guide customers instead of listing facts.Fri, 11 Mar 2016 13:00:00 GMTProgramminghttps://buthonestly.io/woocommerce-password-strength-meter-checkout/https://buthonestly.io/woocommerce-password-strength-meter-checkout/Tweak WooCommerce password strength without wrecking your checkout or your customers’ patience.Wed, 27 Jan 2016 13:00:00 GMTProgramming