jsonscraper Journal · Author
I build SaaS products where reliability and speed matter: data APIs, workflow automation, and AI-assisted tooling that teams can run every day under production load.
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Breaking News · News
Claude Duet checks connected apps every few hours, prepares morning summaries and handles background tasks. During the research preview, its background checks count toward Claude’s shared usage limits.
Breaking News · News
On October 21, PHP disclosed two critical vulnerabilities that could allow unauthenticated remote code execution. Fixes are available for four branches; administrators should check the actual version used by each web worker and update.
Social Data · Explainer
Learn how to automate daily monitoring of public IG profiles with the IG Scraper API: request profile data, store observation history, and generate a change report.
Breaking News · News
On October 20, OpenAI announced its acquisition of Orchestra Bio and plans to combine the startup’s team and technology with Rosalind. The practical focus is coordinating drug development programs, from monitoring research to assessing the impact of manufacturing delays.
Developer Guides · Analysis
On October 20, 2026, OpenAI added a configurable 12-hour prompt-caching period to the Responses API. It suits stable instructions and context reused at intervals of several hours; the write rate is 2.5 times the standard input-token price.
AI Research · News
On October 15, 2026, researchers published an account of a run in which four Gemini 4 Argon agents completed Minecraft using the Mineflayer library. The result shows how agents maintained a long-term plan and coordinated in a specific gaming experiment.
Social Data · Explainer
A practical way to monitor public IG posts: call the IG Scraper API, normalize JSON, save daily snapshots, and calculate trends without confusing cumulative reactions with new ones.
Launches · News
Google Public Sector introduced Gemini for government services, an agent platform for U.S. government agencies. The announcement lists administrative skills, connectors to business and government systems, and management tools. Some federal and state agencies are already using the preview.
Developer Tools · News
On October 19, GitHub made REST operations for Copilot model policies generally available at the enterprise, team, enterprise application, and organization levels. That same day, support for six models ended in most Copilot scenarios. Here’s what administrators should check in their settings and workflows.
AI Research · News
OpenAI published MultiLangBench to evaluate SQLite implementations in 20 languages and shared results from a separate COBOL migration test. Here’s what each evaluation measures and how teams can use them when choosing a model for legacy systems.
News Analysis · Analysis
On October 19, 2026, Microsoft manager Brandon Stirrup said on social media that Xbox uses AI and described a game prototype he created. This is an employee’s personal statement; a separate published description of Xbox Labs discusses experimenting with new technologies but does not assign the group a specific mandate to use AI.
AI Research · News
OpenAI reported model results on programming tests across 20 languages and COBOL migration, and released MultiLangBench. The scores apply to specific datasets and evaluation conditions; the benchmark itself can be explored and run to compare models.
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