Три месяца pet‑проекта: 450 Telegram‑каналов стримеров, 20 тысяч строк PHP и 1 рубль в день
Летом я сделал сайт, который собирает публичные Telegram‑каналы российских стримеров в одну ленту. Идея была простая: я подписан…
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Import Student Marks from Excel: A Smarter Way to Enter Grades
One Excel sheet. Different results. A new post is live on Techn0tz: Import Student Marks from Excel: A Smarter Way to Enter Grades. The Teacher Assi…
One stack per ticket: why our coding agent works on a DB copy
Every ticket on our board gets its own stack: a branch in every repo, its own services, its own copy of the dev database and its own preview URL. We…
Как я собрал бота‑команду из 11 ИИ‑юристов и что под капотом пошло не так первым же смоук‑тестом
Полтора месяца назад мне пришла претензия на 44 тысячи рублей за фото восьмилетней давности на сайте нашего отеля — типичный «фотобанковский» иск с…
Your SQLite Upgrade Test Should Include the Crash Between Two Writes
The concrete problem A desktop app, local-first client, or edge service can pass every ordinary test and still lose data when a process dies at exac…
How to Inspect AsyncStorage, MMKV, and SQLite in React Native
A surprising number of React Native bugs come from persisted state. An old token, a stale cache, a feature flag that was never cleared, or a SQLite…
When Your Homelab Grows Up: How SQLite Took Down My k3s Control Plane
Originally published at wostal.eu . TL;DR : My Hetzner k3s lab quietly became a platform. Dozens of operators with leader-election leases hammered t…
Building a Perceptual Hash Pipeline for Video Deduplication in Python
A single viral clip never stays a single file. Within hours of a video trending, our crawlers pull the "same" clip back a dozen times: re-encoded at…
SQLite WAL Debug, pgstream v1.1.0, & Postgres Scaling Retrospective
SQLite WAL Debug, pgstream v1.1.0, & Postgres Scaling Retrospective Today's Highlights This week's database highlights include a deep dive into…
Expanding the Sovereign AI Stack: Moving the Specification from Gateway to Local Silicon
When I first introduced the Sovereign Systems Specification and released the initial foundation of the SDK, sovereign-core and its accompanying sove…
DuckDB Integrates Lance Lakehouse; SQLite CVE Fix; Postgres 19 Beta on K8s
DuckDB Integrates Lance Lakehouse; SQLite CVE Fix; Postgres 19 Beta on K8s Today's Highlights This week, DuckDB introduces integrated vector and hyb…
DuckDB 1.5.3 Adds Quack Client-Server, SQLite Gets Cypher Graph Extension
DuckDB 1.5.3 Adds Quack Client-Server, SQLite Gets Cypher Graph Extension Today's Highlights This week, DuckDB releases version 1.5.3 with the Quack…
SQLite Corruption in Sandboxes, PostgreSQL Caching, & Rust DB Proxy Architecture
SQLite Corruption in Sandboxes, PostgreSQL Caching, & Rust DB Proxy Architecture Today's Highlights This week's highlights feature a deep dive i…