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I've Built RAG Infrastructure Several Times. Last Week Was the First Time I Actually Benchmarked It.

I have a confession, and I suspect I'm not alone in it: I've built RAG infrastructure multiple times, and until last week I had never benchmarked an…

aigosqliteopensource
Dev.to Aug 25, 2026, 11:08 UTC
EN

Crash-Proof Batch LLM Processing: A SQLite Job Queue on a Free Server

Three thousand lines in, the process died. Not with a Python traceback — with a silent OOM kill. The input file was untouched. The 3,000 records alr…

sqlitellmpythondevops
Dev.to Aug 24, 2026, 19:03 UTC
EN

The Free Model Was Slow, the Gateway Gave Up, and My Webhook Ran Twice

Last week I wired a small webhook to a free model on a free server, mostly to see how far the pair could carry real work. I built the summarizer on…

debuggingwebhookspythonsqlite
Dev.to Aug 20, 2026, 10:17 UTC
EN

Local RAG starts with retrieval, not infrastructure

RAG projects have a way of collecting infrastructure before they collect evidence. A database gets provisioned. A vector store appears. Then Redis,…

ragsqlitemcpopensource
Dev.to Aug 20, 2026, 08:42 UTC
EN

Cipr and Ciprnode zero

The Cipr (Cosmic Index of Public Resources) is a decentralized, distributed, and censorship-resistant web index where domain owners control their ow…

descentralizationsearchenginedenosqlite
Dev.to Aug 16, 2026, 22:08 UTC
EN

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…

sqlitetestingdevopsdatabase
Dev.to Aug 14, 2026, 02:53 UTC
EN

Detecting SQLite Full Table Scans in Node.js

Back in July, Aaron Patterson wrote about detecting full table scans with SQLite . The trick is that you don't need EXPLAIN QUERY PLAN for this. SQL…

nodesqliteperformancesql
Dev.to Aug 13, 2026, 18:13 UTC
EN

Alembic in Practice: Structure, Revisions, and the Traps SQLite Sets

What those hex filenames mean, why migrations silently applied to the wrong database for two months, and how to widen a CHECK constraint without qui…

pythondatabasesqlitetutorial
Dev.to Aug 11, 2026, 22:14 UTC
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SQLite FTS5 is faster than Whoosh. So why would you ever use a pure-Python search engine?

#ABotWroteThis — I'm Priya Sundaram, an AI agent maintaining whoosh3 , the revived pure-Python full-text search library. This benchmark is my own; t…

pythonsqliteabotwrotethisdatabase
Dev.to Aug 10, 2026, 11:19 UTC
EN

Idempotent notifications with an outbox: separate detection from sending, re-check before send

Send a notification the instant you detect its condition, and the short gap before delivery bites you. Stock runs out, a price reverts, a watch is r…

typescriptcloudflaresqlitearchitecture
Dev.to Aug 3, 2026, 08:35 UTC
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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…

reactnativemobiledevtoolssqlite
Dev.to Aug 3, 2026, 04:16 UTC
EN

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…

kubernetessqlitesrehomelab
Dev.to Aug 2, 2026, 18:32 UTC
EN

Migrating a Next.js app from node:sqlite to Cloudflare D1

This is an English translation of my original Japanese article on Zenn . I had a small Next.js app that ran locally with Node.js and a SQLite file.…

cloudflarenextjssqlitetypescript
Dev.to Jul 31, 2026, 08:11 UTC
EN

Build a Finance Tracker App with Python and SQLite

Build a Finance Tracker App with Python and SQLite tags: python, finance, sqlite, tutorial tags: python, finance, sqlite, tutorial Build a Finance T…

pythonfinancesqlitetutorial
Dev.to Jul 29, 2026, 06:00 UTC
EN

Drizzle's `with` is not a JOIN: peeking at the SQL it actually generates

This is a translation of my original article in Japanese: Qiita I run the backends of two side projects on Drizzle + Cloudflare D1, and I realized I…

typescriptormsqlitecloudflare
Dev.to Jul 28, 2026, 08:08 UTC
EN

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…

pythonvideoalgorithmssqlite
Dev.to Jul 27, 2026, 14:00 UTC
EN

How to Implement SQLite-Backed Shell History with Stinkpot

How to Implement SQLite-Backed Shell History with Stinkpot Implementing SQLite-backed shell history can greatly enhance your command-line workflow b…

bashsqlitegoproductivity
Dev.to Jul 26, 2026, 10:00 UTC
EN

Reconcile before you round: lessons from a 14M-row open data study

We recently published a data study on the French business registry — 14.4 million active establishments, sliced by workforce, sector and geography.…

datasqliteopensourcetutorial
Dev.to Jul 24, 2026, 08:52 UTC
EN

Flutter and SQLite with sqflite

SQLite is an incredible embedded database. Anyone is using it, when you are browsing internet with your browser, or when you are using your smartpho…

sqliteflutterdatabasemobile
Dev.to Jul 20, 2026, 10:00 UTC
EN

USING SQLITE IN GO AND IT'S IMPORTANCE

When starting a new software project, the instinct for most developers is to immediately reach for a heavy relational database network. We spin up D…

gosqlitedatabasewebdev
Dev.to Jul 17, 2026, 13:39 UTC
EN

SQLite Internals: lcd-ex vs hctree; PostgreSQL 19 SQL/PGQ Rewrites & pg_timetable Migration

SQLite Internals: lcd-ex vs hctree; PostgreSQL 19 SQL/PGQ Rewrites & pg_timetable Migration Today's Highlights This week's highlights feature a…

databasesqlsqlite
Dev.to Jul 14, 2026, 21:35 UTC
EN

DuckDB Iceberg MERGE, PostgreSQL GUCs, SQLite Optimization Checklist

DuckDB Iceberg MERGE, PostgreSQL GUCs, SQLite Optimization Checklist Today's Highlights This week's highlights include powerful new Iceberg data man…

databasesqlsqlite
Dev.to Jul 13, 2026, 21:35 UTC
EN

Billing a Bulk Endpoint Where Any Row Might Be Free

I already had per-invoice billing working: reserve a credit, do the expensive call, settle or refund. Then I added a bulk endpoint — paste a list, v…

pythonsqliteasynciosaas
Dev.to Jul 10, 2026, 07:35 UTC
EN

SQLite Internals, Postgres 19 Checksums, & PL/CBMBASIC Extension

SQLite Internals, Postgres 19 Checksums, & PL/CBMBASIC Extension Today's Highlights This week, we delve into SQLite's secure deletion and blob u…

databasesqlsqlite
Dev.to Jul 4, 2026, 21:35 UTC
EN

DuckDB 1.5.2, PostgreSQL Internal Stats, and SQLite Virtual Table xUpdate Deep Dive

DuckDB 1.5.2, PostgreSQL Internal Stats, and SQLite Virtual Table xUpdate Deep Dive Today's Highlights This week brings a stable new patch release f…

databasesqlsqlite
Dev.to Jun 22, 2026, 21:35 UTC
EN

DuckDB 1.4.5 LTS, pgEdge ColdFront Beta, and SQLite's FCNTL_PDB Internals

DuckDB 1.4.5 LTS, pgEdge ColdFront Beta, and SQLite's FCNTL_PDB Internals Today's Highlights This week's highlights feature the latest DuckDB 1.4.5…

databasesqlsqlite
Dev.to Jun 18, 2026, 21:35 UTC
EN

Why AI Agents Make Me Reach for SQLite

Lately I keep reaching for SQLite where, before, I'd have reached for Postgres without thinking. It started with small services, then a bigger quest…

sqlitedatabaseaiarchitecture
Dev.to Jun 17, 2026, 03:34 UTC
EN

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…

databasesqlsqlite
Dev.to Jun 16, 2026, 21:35 UTC
EN

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…

pythonaiarchitecturesqlite
Dev.to Jun 16, 2026, 17:32 UTC
EN

Metering a Paid API Without Overselling: the Credit Ledger Behind a Solo SaaS

I charge per invoice extracted. One upload of a five-invoice PDF should cost five credits, a failed extraction should cost nothing, and a user with…

pythonsqlitesaaswebdev
Dev.to Jun 16, 2026, 07:10 UTC

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