Systems | Development | Analytics | API | Testing

Perforce Autonomous Testing: One Test, Total Coverage

What if testing could finally keep up with your release speed? With Perforce Autonomous Testing, teams can simply describe what they want to validate, and AI takes care of execution, orchestration, and analysis across functional and performance testing. Built on a unified testing platform, Perforce brings everything together into a single workflow to eliminate manual setup, reduce reliance on specialists, and deliver faster, in-sprint feedback.

AI chat stream resumption: when Redis is enough, and when you need durable sessions

There's a well-worn path to resumable AI chat streams: find the Vercel SDK docs, implement Redis-backed replay, and ship it. For many products, that's the right call. The challenge arises when the product goes further than that. AI customer support tools that handle complex queries over 30-plus seconds. Agents that keep working while the user switches from their laptop to their phone.

Foundation First: Why Model-Agnostic Data Platforms Win

In 2024, two of the largest data platform companies, each with billions in revenue and dedicated AI research teams, invested in building their own foundation models. One spent roughly $10 million training a 132-billion parameter model on 3,072 NVIDIA H100 GPUs. The other released a 480-billion parameter model optimized for enterprise tasks like SQL generation and code. Both achieved strong results within their compute class.

ThoughtSpot June Release: Customize Your Agent

Check out what’s new in ThoughtSpot’s latest release! SpotterModel gets smarter: Build complex data models with AI formula suggestions and instant version rollbacks if you make a mistake. No stress, no lost work. Spotter Instructions: Fully customize Spotter’s persona, formatting rules, and strict guardrails. It says exactly what you want it to say—and nothing it shouldn't. Ad Hoc Analysis: Drop local files directly into Spotter for instant answers, or blend them safely with your governed enterprise data.

Stop testing everything: How Tricentis SeaLights tells you exactly what to test

Most teams don't know which parts of their code have actually been tested, and which haven't. That gap is where defects escape. Tricentis SeaLights is a quality intelligence platform that gives engineering and QA teams real-time visibility into test coverage. It maps every code change to the tests that cover it, surfaces exactly what's tested and what isn't, and recommends which tests to run and which to skip across unit, regression, integration, manual, and end-to-end tests.