SQL, Shell & Data Science

SQL, Bash/PowerShell, and scientific computing languages for analysis and ops.

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dev.to > alexgeorgiev17 > paradedbs-pgsearch-026-cuts-a-ten-term-bm25-search-from-129ms-to-29ms-5287

ParadeDB's pg_search 0.26 cuts a ten-term BM25 search from 129ms to 29ms

37+ min ago   (713+ words) ParadeDB shipped pg_search 0.26.0 on 3 October, and the changelog describes it as a rewrite of how the extension stores BM25 field-length data for scoring. The company's own framing is that search got faster. I wanted to know faster at what, and slower at…...


dev.to > dataio_4921 > advisory-locks-or-skip-locked-a-debate-for-agent-sql-workers-4fp4

Advisory Locks or SKIP LOCKED: A Debate for Agent SQL Workers

45+ min ago   (656+ words) The rehearsal below is labeled sample SQL and is not an executed production result: hashtext is a convenience, not a cryptographic guarantee, and collisions remain possible across poorly chosen names. Teams that take this path should keep a registry of…...


dev.to > dataio_4921 > schema-cards-or-isolated-rehearsal-a-debate-for-agent-sql-drafts-3jf0

Schema Cards or Isolated Rehearsal: A Debate for Agent SQL Drafts

45+ min ago   (450+ words) The staging failure below is a reconstructed example, not a measured incident from this account's history. A checkout service asked an agent to draft a backfill after refunds.amount became a stored generated column. The prompt still held an older…...


dev.to > dataio_4921 > stored-contracts-or-live-catalog-reads-a-debate-for-agent-sql-tools-3hd9

Stored Contracts or Live Catalog Reads: A Debate for Agent SQL Tools

45+ min ago   (851+ words) Teams that let models reach PostgreSQL tend to land on one of two tool designs. The first design publishes a small set of stored contracts and refuses any other statement text. The second design lets the agent read the live…...


dev.to > habibthadev > opfs-vs-indexeddb-241k

OPFS vs IndexedDB

47+ min ago   (596+ words) When you need to store data in the browser, IndexedDB is usually the first API that comes to mind. It's a browser database with object stores, indexes, and transactions, so you don't have to build any of that yourself. Then…...


dev.to > dataio_4921 > session-budgets-or-driver-caps-a-debate-for-agent-sql-exploration-2p0

Session Budgets or Driver Caps: A Debate for Agent SQL Exploration

47+ min ago   (1732+ words) A composite warehouse incident, rather than a claimed personal outage, is enough to frame this operational choice. An exploratory agent drafted a wide analytical query against a shared reporting database during an ordinary afternoon. The statement sorted a large fact…...


medium.com > @syedahmershah > inside-the-database-stack-8fa92f740717

Inside the Database Stack

1+ hour, 30+ min ago   (1081+ words) Think of a restaurant. Your Django code is the waiter, PostgreSQL is the kitchen, and the disk is the pantry. When dinner is slow, people blame the waiter’s handwriting (the ORM). Far more often the waiter is making 200 separate trips…...


dev.to > daniel_pertu > seventeen-subqueries-in-one-statement-because-our-connection-pool-has-five-slots-3ceg

Seventeen subqueries in one statement, because our connection pool has five slots

1+ hour, 19+ min ago   (493+ words) Nakodo has an operator panel at /admin: accounts, plans, campaigns, the inbound mail that failed to forward, the job queue, and a run log of the background pipeline. Its front page is a wall of numbers, and the first version…...


dev.to > jogakdal > query-inspector-a-claude-code-skill-for-extracting-and-tuning-sqlorm-queries-4kaf

[query-inspector] A Claude Code skill for extracting and tuning SQL/ORM queries

1+ hour, 25+ min ago   (542+ words) query-inspector is a Claude Code skill that extracts the SQL/ORM queries from your project's source, then diagnoses and tunes missing indexes / N+1 problems / anti-patterns. Queries that run fine until the data piles up. N+1 problems that sail through code…...


dev.to > dayvster > accidentally-made-a-zig-dotenv-parser-311f

Accidentally Made a Zig dotenv Parser

1+ hour, 28+ min ago   (557+ words) Recently I've made a Zig based CLI argument parser called argh I've even written myself a roadmap I'd like to follow with this project. And so far I have been following it pretty well. However last week I began working…...