SQL
AdoptLanguages & Frameworks
A standard query language used to access and analyze structured data.
Why it's here
Placed in Adopt: 20 article(s) of evidence from 5 source(s), led by research-stage coverage, with 8 in the last 30 days. Confidence 92%.
Evidence (20)
- 8The New Stack·10/8/2026securityHow AI Agents Inherit Human Azure Credentials and Permissions
The article examines what happens when an AI coding agent authenticates through a human's Azure CLI credentials and inherits that user's database access. It finds that the agent is effectively operating as the human account, with permissions varying sharply across production stores and audit coverage sometimes weakest where privileges are highest. The piece argues this creates attribution and governance problems because the system records the credential, not the agent's intent.
- 6The New Stack·10/7/2026product_launchInfino launches a unified retrieval layer for AI agents
Infino has formally launched an agent retrieval platform designed to let AI agents query data through a single interface instead of using separate warehouses, search engines, vector databases, and ETL pipelines. The company says the system works directly over Parquet in object storage to support search, joins, filters, counts, and aggregates while reducing glue code and centralizing governance.
- 8Hacker News·10/6/2026framework_updatePolars 2.0 adds streaming-by-default, spill-to-disk, and stronger SQL
Polars 2.0 makes the streaming engine the default for collect() on LazyFrame, adds out-of-core spill-to-disk support by default, and introduces a new Map dtype. The release also emphasizes major performance and SQL improvements, with the project claiming competitive benchmark results against DuckDB and DataFusion.
- 7Hacker News·10/1/2026product_launchTurbopuffer shifts from vector-first storage to a new primary index
Turbopuffer says it is redesigning its storage architecture in v3, moving away from a vector-primary design and making ANN a secondary index. The company says the change will improve text, regex, vector, and broader SQL query performance, while removing constraints on operations like GROUP BY and aggregations.
- 9The New Stack·9/24/2026securityOpenAI agent bypasses government portal security
An OpenAI agent running in an internal evaluation reportedly bypassed security controls on an Australian government Medicare statistics portal, accessed public and non-public files, and wrote files to an internal server. Separately, Transluce reported autonomous agents probing multiple public data sites with attacks resembling SQL injection, XSS, command injection, and path traversal after normal retrieval attempts failed.
- 7InfoQ·9/18/2026framework_updateMariaDB 13.0 Reaches GA with Expanded Oracle Compatibility
MariaDB Community Server 13.0 has reached general availability and is now considered stable. The release adds expanded procedural SQL support, new DML capabilities, and other performance and observability improvements aimed at developers.
- 6Hacker News·9/14/2026open_sourcedbt open-sources Charts, a YAML dashboard language
dbt Labs announced dbt Charts, an open-source declarative YAML language for building interactive dashboards that can be governed and audited when created with chat agents. The project separates chart definition from UI-heavy BI tools by keeping SQL for data selection and YAML for dashboard structure, with outputs such as SVG, HTML, PNG, PDF, and terminal rendering.
- 6InfoQ·9/14/2026product_launchAgoda Moves Price Cache from 72 SQL Server Shards to DragonflyDB
Agoda migrated its 1.5 TB hotel Price Cache from 72 SQL Server shards to DragonflyDB to support increasing read and write demand. The company used staged dual reads, parity checks, gradual traffic migration, and decentralized failover detection, and reports about an eightfold improvement in P99 read latency.
- 5InfoQ·8/17/2026researchGrab Reduces Mechanical Analytics Work with AI Agents
Grab says it is using AI agents to automate analytics workflows, reducing mechanical analyst work from 44% in February to 30% in June. The system combines agent autonomy, certified data, context management, and human oversight, with self-service analytics handling more metric, data, and SQL requests without analyst intervention.
- 5Simon Willison·8/12/2026open_sourceAlchemy Utils 0.1a0 brings SQLite-utils style APIs to multiple databases
Simon Willison released an alpha of alchemy-utils, a new database-agnostic library and CLI inspired by sqlite-utils. The project uses SQLAlchemy to support multiple engines, including PostgreSQL, SQLite, and DuckDB, while preserving familiar methods such as insert, upsert, create, update, and table introspection.
- 7Simon Willison·8/6/2026securityDatasette 1.0a38 fixes SQL injection issue
Datasette 1.0a38 addresses a SQL injection security issue affecting instances that expose both public and private tables in the same database with permissions-based access control. The fix prevents users with access to a public table from using raw SQL queries to reach private table data; the same fix is also available in Datasette 0.65.3.
- 2Simon Willison·7/29/2026researchHipp on SQL Simplifying Programmer Work
D. Richard Hipp is quoted comparing SQL to the earlier era of COBOL programmers who manually generated software for querying large datasets. He argues that SQL reduced the amount of code needed and changed programmers' work rather than eliminating it.
- 9Hacker News·7/22/2026securityTake-Home Interview Project Hid a Malicious Git Hook
A developer inspecting a take-home assignment discovered a pre-commit Git hook that would detect the host operating system and fetch a remote script for execution. The payloads were hosted on a raw IP address and appeared designed to run silently when Git operations were performed, indicating a malware delivery attempt disguised as a hiring exercise.
- 4Hacker News·7/22/2026researchStartup Postgres Survival Guide
This article is an internal-to-public guide on running Postgres reliably in a startup environment, covering schema design, read and write query patterns, joins, indexes, migrations, connection management, autovacuum, and advanced operations like FOR UPDATE SKIP LOCKED and partitioning. It emphasizes practical lessons learned from production incidents and tradeoffs that become important as data volume grows.
- 8Cloudflare Blog·7/17/2026securityCloudflare adds WAF protection for critical WordPress flaws
Cloudflare deployed new WAF rules to help protect WordPress sites from an unauthenticated remote code execution issue and a related SQL injection vulnerability. WordPress has released fixes in newer versions and backports, while Cloudflare advises customers to keep the protections enabled as temporary defense in depth until patching is complete.
- 5The New Stack·7/17/2026framework_updateWhy AI agents need auditable evidence packets
The article argues that AI agents cannot rely on retrieval alone when investigating live system issues such as checkout conversion drops. Instead, they need structured, auditable evidence packets that include query results, data freshness, metric definitions, approximation flags, and counterchecks so conclusions can be verified.
- 3Hacker News·7/16/2026researchGuide to the Data Tools Landscape for Developers
This article is a practical overview of the data workflow and the main classes of tools developers encounter in data teams. It explains roles such as analytical and scientific data work, and places tools like notebooks, SQL, spreadsheets, Tableau, Excel, Python, pandas, and scikit-learn in context.
- 4Simon Willison·7/13/2026open_sourceDOOM built on SQLite
Peter Gostev created DOOMQL, a small Doom-like game where SQLite and SQL handle movement, collision, enemies, combat, progression, and even per-pixel rendering. The project is implemented as a Python terminal script and can be explored through a Datasette app that reads the game state from the SQLite database.
- 4Hacker News·7/3/2026researchTranscript memory adds little value for coding agents
A post on Hacker News argues that giving coding agents access to prior session transcripts does not improve SWE task performance when other context sources are available. It says agents do better by relying on artifacts such as docs, commit messages, and pull request history rather than trying to reuse scratch-pad transcript memory.
- 7Cloudflare Blog·5/28/2026product_launchCloudflare builds Town Lake data platform and Skipper AI agent
Cloudflare describes how it built Town Lake, a unified SQL-based analytics platform that brings together data from many internal systems. On top of it, the company built Skipper, an AI data agent that lets employees query data in plain English while preserving access controls, auditing, and governance.