Urgent.News

What's breaking now, across thousands of outlets.

Tech

Introducing Toondash โ€” The Headless Query & Mutation Engine for High-Performance AI Data Streams

Surprise! ๐ŸŽ‰ Iโ€™m releasing a new data utility library today. Meet @srtv/toondash โ€” a clean, declarative, and framework-agnostic set of utilities built to query, slice, and transform data payloads directly on the wire without full object inflation overhead. The Problem When you pass large structural datasets (like user lists, analytics logs, or product catalogues) into an LLM context window,โ€ฆ

We haven't written up this one. Dev.to has the full story โ€” the link below goes straight to it.

Read the original at dev.to โ†’

More in Tech

Top 10 ISPs in Nigeria by subscribers in Q2 2026

The internet service providers (ISP) market in Nigeria continues to evolve with new players throwing in challenges that keep existing players on their toes.

  • Intelivision entered top 10 as 10th with 4,743 subscribers
  • Ngcom remained leader with 6,194 subscribers, down from previous
  • Starlink second largest ISP with 98,642 subscribers

Discord Webhook Tutorial: How to Send Automated Messages

A complete guide on how to create a Discord Webhook URL and use Node.js, Python, or cURL to send automated rich embed messages to your server.

  • Create Discord Webhook URL via channel settings
  • Send automated messages using cURL, Node.js, or Python
  • Add embeds array for rich message formatting

Properties First, Fixtures Second, Flakes Never: A Test Contract for Agent Patches

An agent patch is a hypothesis. A test suite is the only evidence a reviewer gets. Most suites fail at that job in three reproducible ways: assertions the agent can reverse-engineer, fixtures thatโ€ฆ

  • Layer 1 focuses on property checks to ensure outputs adhere to documented contracts
  • Layer 2 tackles fixture drift by generating fixtures at test time and hashing them
  • Layer 3 introduces flake quarantine to run tests before the agent sees the suite

More from Saturday 29 August โ†’