
AI coding agents love to run tests in parallel processes.. Running tests in parallel is great until multiple processes try to use the same local test database at once. This is mainly useful for feature tests that actually touch the database.
TestingCatalog News (@testingcatalog)
OpenAI가 Codex용 새 실험 기능 ‘Scratchpad’를 준비 중이다. TODO 리스트 형태의 화면에서 여러 Codex 채팅을 동시에 시작해 병렬 실행할 수 있으며, 향후 Codex Superapp에서 중요한 기능이 될 것으로 보인다.

OpenAI is working on a new experimental feature for Codex called Scratchpad. Users will be able to start multiple Codex chats from a TODO list view, which will be executed in parallel. It will become very instrumental in the upcoming Codex Superapp, where you will be able to
A case study in testing with 100+ Claude agents in parallel
https://imbue.com/product/mngr_part_2/
#HackerNews #A #case #study #in #testing #with #100+ #Claude #agents #in #parallel #ClaudeAgents #Testing #CaseStudy #AI #ParallelProcessing
Forkrun – NUMA-aware shell parallelizer (50×–400× faster than parallel)
https://github.com/jkool702/forkrun
#HackerNews #Forkrun #NUMA #shell #parallelizer #faster #technology #parallel #computing
How to Iterate Two Lists in Parallel
zip() pairs them. No range(len). Clean. Pythonic. One function.

How HN: Ironkernel – Python expressions, Rust parallel
https://github.com/YuminosukeSato/ironkernel
#HackerNews #HackerNews #Ironkernel #Python #Rust #Parallel #Programming

Paris-based Parallel, a startup developing AI agents for hospitals, has raised $20 million in a Series A round led by Index Ventures, with participation from Frst, Y Combinator, Hexa, and several angel investors. The funding follows a $3.5 million seed round less than a year earlier, with the company’s technology already deployed across multiple public and private hospitals.Hospitals continue to rely on complex administrative workflows spread across legacy systems, requiring staff to manually…