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Tag: Backend

AI, Development

How aliasing in audio breaks your digital signal processing

Aliasing happens when digital sampling can’t keep up with a signal, folding high frequencies into false, lower ones. Covers the Nyquist-Shannon theorem, the “Wagon Wheel” effect, and fixing downsampling with anti-aliasing filters in PHP and FFmpeg.

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AI, Development

Causal reasoning models behind Nvidia’s AlpamayoR1

A read of Nvidia’s AlpamayoR1: the Cosmos-Reason backbone, the joint action-reasoning token space that keeps an explanation tied to the steering, GRPO post-training, and why benchmarks run on Nvidia’s own datasets are hard to trust.

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Core Updates, Development

WordPress core performance: real-time editing vs object caching

The WordPress 7.0 collaboration prototype polls up to four times a second, and every poll wipes the object cache for the post it touches. Here is what Ticket #64696 found and why core is getting its first new table since 2015.

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AI, Development

PySpark for Pandas users: getting past the RAM wall

Pandas keeps the whole dataset in RAM and computes as you type. PySpark builds a plan first and runs it across a cluster. Here is what that changes for loading data, window functions, and the shuffle settings nobody tunes.

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Core Updates, Development

WordPress core team reps for 2026: Amy Kamala and Jb Audras

Amy Kamala and Jb Audras take over as WordPress core team reps for 2026. The job is administrative: run Dev Chat, move updates between teams, keep the release cycle predictable. No vote was needed this year.

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Development, E-commerce Development

12 WordPress SEO plugins for 2026, and which ones to skip

Five SEO plugins fighting over the same wp_head hook is a performance problem, not a strategy. Notes on 12 WordPress SEO plugins for 2026, what each one is actually good at, and the small stack I use instead.

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Design, Development

Streak system design: timezones, race conditions and grace

A streak is not a counter you increment. Notes on the psychology that makes streaks work, the timezone and race condition bugs that break them, and why grace mechanisms belong in the design from the start.

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AI, Development

How .item() stalls your PyTorch token generation loop

A blocking .item() call in an autoregressive decode loop leaves the GPU idle every step. Two CUDA streams in a ping-pong pattern hide that sync, and StaticCache with torch.compile keeps the computation graph fixed.

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AI, Development

The two iron triangles behind every AI feature you ship

AI features face two sets of constraints: scope, cost and time while you build, then quality, inference cost and latency once the site is live. Includes a small PHP helper for estimating what each API call costs you.

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AI, Development

Contract-driven data mesh: breaking up the analytics monolith

Central data teams turn into bottlenecks once the warehouse gets big enough. Here is how a contract-driven data mesh splits it into domain-owned data products, and why the contract is the part that stops decentralizing from becoming a mess.

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