Rethinking KV Caching For Production Inference
A practitioner's guide to KV cache management in production.
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sqlite-migrate 0.2
sqlite-migrate 0.2
Release: sqlite-migrate 0.2 The version that retires the library, instead implementing a compatibility shim against the new sqlite-utils 4.0 dependency. Tags: sqlite-utils
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github-code Web Component
github-code Web Component
Tool: github-code Web Component An experimental Web Component built using GPT-5.5 and the following prompt: let's build a Web Component for embedding code from GitHub <github-code href="https://github.com/simonw/sqlite-ast/blob/437c759129154f05296324a7f82aa1246340dd14/sqlite_ast/parser.py#L9-L18"></github-code> It takes URLs like that, converts them to https://raw.githubusercontent.com/simonw/sqlite-ast/437c759129154f05296324a7f82aa1246340dd14/sqlite_ast/parser.py, then uses fetch()…
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sqlite-utils 4.0
sqlite-utils 4.0
Release: sqlite-utils 4.0 See sqlite-utils 4.0, now with database schema migrations for details. Tags: sqlite-utils
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Livewire 4’s Islands Architecture: Build Faster UIs Without the JavaScript Overhead
Caleb Porzio shipped Livewire v4 in January 2026, and it’s not a minor bump. The release introduces islands architecture, single-file components as the default format, scoped styles, built-in drag-and-drop sorting, and a suite of optimistic UI directives that make your interfaces feel instant. If you’ve been building with Livewire v3, the upgrade path is smooth […] The post Livewire 4’s Islands Architecture: Build Faster UIs Without the JavaScript Overhead appeared first on PHP Architect.
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Leave a failing test before you go on vacation
Leave a failing test before you go on vacation
Every year I dread coming back from vacation not because of the work, but because I have no idea where I left off. A failing test, a well-written TODO, and a slow first day back are all you need to ease back in. Read more
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Ordinary Engineers, Not Heroic Inventors
In the 1980s, Japan led the world in semiconductors, consumer electronics, and computer hardware, the industries everyone assumed would decide the next phase of economic power. Japan won them and still did not overtake the United States in the information revolution that followed. Jeff Ding, a political scientist at George Washington University, opens his book […]
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Intelligence is Free, Now What? <br> Data Systems for, of, and by Agents
... government of the people, by the people, for the people ... The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some providers are pushing costs below $0.10. Across benchmarks, inference prices have fallen between 9x and 900x per year, with a median decline near 50x. Even frontier models are getting dramatically cheaper each generation, with open-source models following closely behind. And…
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sqlite-utils 4.0rc4
sqlite-utils 4.0rc4
Release: sqlite-utils 4.0rc4 The last RC before the 4.0 stable release. Mainly implements feedback from a detailed review by Claude Fable 5. Tags: sqlite-utils, claude-mythos-fable
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Getting started with PHP
Getting started with PHP
Read the full post on https://stitcher.io/blog/getting-started-with-php
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tencent/Hy3
tencent/Hy3
tencent/Hy3 New Apache 2.0 licensed model from Tencent in China: Hy3 is a 295B-parameter Mixture-of-Experts (MoE) model with 21B active parameters and 3.8B MTP layer parameters, developed by the Tencent Hy Team. Following the Hy3 Preview launch in late April, we gathered feedback from 50+ products and scaled up post-training with higher quality data. Today, we introduce Hy3, which outperforms similar-size models and rivals flagship open-source models with 2-5x parameters. It also shows…
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The Reward Signal Problem for Agents
The full RL nanodegree, covered with implementation.
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UUIDs, ULIDs and Sqids: A Practical Deep Dive
UUIDs, ULIDs and Sqids: A Practical Deep Dive
A practical deep dive into UUIDs, ULIDs, and Sqids, from generation models and sorting behavior to database storage, public IDs, and security trade-offs. Read more
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Import AI 464: Fable writes GPU kernels; AI automation; and analog computation
Is this the beginning of a new world?
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sqlite-utils 4.0rc3
sqlite-utils 4.0rc3
Release: sqlite-utils 4.0rc3 I hoped to release sqlite-utils 4.0 stable this weekend, but as I worked through the backlog of issues and PRs with a combination of Claude Fable 5 and GPT-5.5 the changelog since rc2 kept getting bigger. The biggest new feature is support for introspecting and creating compound foreign keys - a feature that involves a subtle breaking change to table.foreign_keys and hence needed to land for the 4.0 stable release. sqlite-utils also now follows SQLite's convention…
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