AI PACs spent millions trying to shape Congress. Here’s how they fared.
AI industry PACs spent millions influencing the 2026 midterms, with mixed results. Political groups are already looking toward the next election cycle.
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What a payment plan really costs: the 20 lines of Python behind a dental financing calculator
When someone is quoted a few thousand dollars for dental work, the question that follows is rarely "can I afford this?" It is "what will the monthly payment do …
Englishdev.to
An AI proposal is not permission: designing reviewable HR actions
A conversational interface can make a workflow easier to start. It should not make a consequential change easier to apply accidentally. Consider this request: "…
Englishdev.to
Building MediaVault: A Cloudinary-Powered Media Management and Optimization Platform
Modern websites depend heavily on visual content. Product images, portfolio photos, social media graphics, and marketing assets must look good across phones, ta…
Englishdev.to
How We Processed 600 Real Tax Invoices in 4.5 Minutes Using a Dual-Engine Gemini AI & Vertex AI Architecture
Manual data entry remains the single biggest bottleneck for Certified Public Accountants (CPAs) and SMEs in Latin America and the Caribbean. In the Dominican Re…
Englishdev.to
We Chose Prismic. Here’s What We Still Had to Build.
In a Prismic project, content management is one part of the backend design. Search may need its own update pipeline, page sections may depend on external datase…
Englishdev.to
Claude Code 2.1.318 Fixes a False Success Bug in claude -p
Claude Code 2.1.318 shipped November 4 and fixes claude -p reporting exit 0 after a cut-off API reply claude auth status and claude -p JSON now show credential_…
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Gemma 4 E2B in JAX on One TPU v5e: bf16 or 4-Bit, Python or Rust, and How It Stands Against vLLM
This article provides a step by step guide to serving Gemma 4 E2B on a single Cloud TPU v5e chip with JAX. A pure-JAX engine serves the model from Python, a sec…
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Readability First: How to Pick Fonts People Can Actually Read
A beautiful typeface that nobody can read comfortably is a failed typeface. When you pick fonts for a website, an app, or a document, readability is not the bor…
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This isn't a bug. It's the default.
A machine running OpenAI's Codex wrote about 37 TB to its main SSD in 21 days of uptime. Process and file-level checks pinned the continuous writer to one place…
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Vom Voxel-Stadtplan zum begehbaren Protein: Was Warschau in Voxeln Entwickler:innen über immersive Visualisierung lehrt
Vom Voxel-Stadtplan zum begehbaren Protein: Was Warschau in Voxeln Entwickler:innen über immersive Visualisierung lehrt Auf Hacker News trendet derzeit ein inte…
Englishdev.to
The Origin Allow-List of api.onepassapps.com: Two Allowed Origins, One Fixed Preflight and Per-Route Rate Limits
I work on OnePassApps, so this is our own product, and everything below is a measurement of our own build, taken today from outside the browser with no session …
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Storage Service for Setting Up Low-Maintenance App Data Backups (Lifecycle Rules)
Short answer: choose storage by the isolation and recovery controls you can prove. For private media uploads, bind every object to a tenant, authorize every dow…
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Performance review season: a short about the self-review you can't remember writing material for, and the weekly note I use now
Episode 5 of our Rozz shorts is about the self-review. Rozz's is due Friday, and the hard part is remembering what you actually did months ago. The fix isn't a …
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WebP and AVIF Image Thumbnail Recovery — Safe File Naming in Object Storage
Short answer: use an immutable key per upload and per derivative size, keep the original under a generation prefix, and copy it to an archive key before generat…
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Stop paying for the CPU your pods leave idle
Last year somebody set cpu: 1 on a Deployment. It felt safe. Today the process uses about a third of that core. The scheduler doesn't care. It holds the whole c…
Englishdev.to
Smooth Page Transitions with the View Transitions API
The View Transitions API lets the browser animate between two states of your UI without you hand-writing FLIP animations. Same-document transitions Wrap the DOM…
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From YAML validator to event-driven projects: 14 releases of Hydra ETL in six weeks
At the end of September, Hydra ETL did one thing well: you described a data job in four YAML files, hdrctl validate checked them before any data was read, and t…
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Implementing Room Permissions in Concert Livestream Chat — A 4-Layer Health Poll Design
Short answer: model room permissions as short-lived capabilities, enforce them at every message boundary, and treat presence as an observed signal rather than a…
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