Article URL: https://www.theguardian.com/technology/2026/aug/05/palantir-corporation-tax-uk-2024-accounting-practices Comments URL: https://news.ycombinator.com/item?id=49180535 Points: 6 # Comments: 2
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A developer has documented a method for deeply customizing the Hugo PaperMod theme without forking it, keeping the theme as an updatable submodule. The approach relies on Hugo's file resolution order, which prioritizes site-level files over theme files, enabling full overrides through a small set of custom layouts, data, and CSS files. A custom homepage is created via a single layouts/index.html file, with all copy stored in language-specific YAML data files to support multilingual sites cleanly. Visual changes such as color palette and typography are applied through CSS variables in the assets/css/extended/ directory, requiring no edits to theme files. The guide also flags common pitfalls, including broken dark mode caused by outdated body.dark selectors that no longer work with PaperMod's current data-theme attribute approach.
AI researcher Andrej Karpathy recently demonstrated Claude Opus's capabilities by feeding it a million-token context, the opening paragraph of The Lord of the Rings, and a prompt to generate a procedural 3D scene in Three.js. The model worked autonomously for roughly two hours, producing 5,500 lines of code covering polygon placement, camera paths, and animation — at a total cost of about $10. The demo signals a shift in how work can be delegated to AI: rather than breaking tasks into small, supervised chunks, developers can now hand over full material and intent and await a complete result. The key human skills in this new paradigm become crafting the input brief — deciding what context goes in — and defining clear acceptance criteria before the run begins. Experts caution, however, that autonomous long-session output remains unsuitable for production software where errors affect real users and require ongoing maintenance.
A developer writing for DEV Community has highlighted 10 command-line interface tools that improve productivity and streamline daily development tasks. The list includes widely used tools such as Git, Docker CLI, GitHub CLI, kubectl, and HTTPie, alongside utilities like jq, ripgrep, fd, and just. Apidog CLI, used for running API test scenarios and managing environments within CI/CD pipelines, was singled out as the most impactful addition to the author's workflow. The author argues that moving repetitive tasks — including API testing, deployments, and version control — into the terminal makes them easier to script and automate. The common thread across all recommended tools is their ability to integrate with automation pipelines and maintain consistency between local development and CI/CD environments.
A developer challenged the widely circulated claim that AI-assisted coding is degrading codebases by increasing duplication and reducing refactoring, noting those findings are averages across vast, unrelated organisations. Rather than accepting aggregate statistics, he spent three days building a local, open-source tool called git-habits to analyse his own repository's commit history. The tool measures four behavioural signals — moved lines, legacy code touches, short-cycle rework, and commit shape — derived purely from git metadata without reading any source code. Testing it on his own repo revealed nuances that broad industry numbers obscure, such as a stark divergence between mean and median commit sizes that would mislead anyone relying on averages alone. His core argument is that a narrow, trustworthy personal measurement is more actionable than sweeping industry benchmarks that may not reflect any individual team's reality.
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