AI Testing News

Daily digest of what's happening in AI testing, tools, and automation.

Apr 06 Tuesday, April 07, 2026 Apr 08
Today's AI Testing Digest
  • Infosys and Harness are partnering to advance AI-driven software delivery, signaling that agentic AI will reshape testing and QA workflows. Read more
  • Boundary value mutations have a 63.8% AI detection rate—the highest of any bug category—but nearly 36% still slip through, highlighting the limits of AI-only testing. Read more
  • UiPath is deploying agentic testing to address the QA gap created by AI-driven systems in banking, marking a critical shift in how QA handles intelligent applications. Read more
  • Onboardly enables QA engineers to query GitHub codebases in plain English, reducing ramp-up time and improving code comprehension for new team members. Read more
  • The QA software market is growing at 11.6% CAGR, driven by automation demand and AI integration—making this a strong time to upskill in modern testing frameworks. Read more

124 articles

Google News 90 articles

[PRNewswire] Infosys and Harness Team Up on AI - Yonhap News Agency

[PRNewswire] Infosys and Harness Team Up on AI  Yonhap News Agency

Garry Tan open-sources gstack: what developers should know - Augment Code

Garry Tan open-sources gstack: what developers should know  Augment Code

Is Maggie from Serve Robotics Poised to Transform Physical AI in Collaboration With T-Mobile? - Bitget

Is Maggie from Serve Robotics Poised to Transform Physical AI in Collaboration With T-Mobile?  Bitget

Alice, Lovable partner to test AI coding systems for security flaws - ynetnews

Alice, Lovable partner to test AI coding systems for security flaws  ynetnews

Agentic AI Market to Surpass USD 196.6 Billion by 2034 - vocal.media

Agentic AI Market to Surpass USD 196.6 Billion by 2034  vocal.media

How to Deploy Open WebUI with Secure OpenAI API Integration, Public Tunneling, and Browser-Based Chat Access - MarkTechPost

How to Deploy Open WebUI with Secure OpenAI API Integration, Public Tunneling, and Browser-Based Chat Access  MarkTechPost

Westcon Solutions becomes UiPath's distributor in Hong Kong - itbrief.asia

Westcon Solutions becomes UiPath's distributor in Hong Kong  itbrief.asia

Project Glasswing: Securing critical software for the AI era - Anthropic

Project Glasswing: Securing critical software for the AI era  Anthropic

DBmaestro Introduces Agentic Database DevOps with MCP Server - HPCwire

DBmaestro Introduces Agentic Database DevOps with MCP Server  HPCwire

Anthropic announces Claude Mythos for cybersecurity research - TestingCatalog

Anthropic announces Claude Mythos for cybersecurity research  TestingCatalog

Modus secures $85M to expand AI-powered audit and accounting partnerships - SiliconANGLE

Modus secures $85M to expand AI-powered audit and accounting partnerships  SiliconANGLE

Top AI Sales Tools of 2026 - autogpt.net

Top AI Sales Tools of 2026  autogpt.net

Primustech teaches buildings to ‘think’ - businesstimes.com.sg

Primustech teaches buildings to ‘think’  businesstimes.com.sg

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It - StreetInsider

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It  StreetInsider

AI - Tom's Guide

AI  Tom's Guide

AI-powered blood test paves the way for early diagnosis of leprosy - Medical Xpress

AI-powered blood test paves the way for early diagnosis of leprosy  Medical Xpress

Teradyne (TER) Is Up 14.1% After AI Test Launches And ARK Trim - Has The Bull Case Changed? - Yahoo Finance

Teradyne (TER) Is Up 14.1% After AI Test Launches And ARK Trim - Has The Bull Case Changed?  Yahoo Finance

Anthropic Won’t Release “Mythos”, Says it is Too Dangerous - trendingtopics.eu

Anthropic Won’t Release “Mythos”, Says it is Too Dangerous  trendingtopics.eu

I found the best AI chatbot for my actual tasks using this one tool - MakeUseOf

I found the best AI chatbot for my actual tasks using this one tool  MakeUseOf

Anthropic's latest AI model identifies 'thousands of zero-day vulnerabilities' in 'every major operating system and every major web browser' — Claude Mythos Preview sparks race to fix critical bugs, some unpatched for decades - Tom's Hardware

Anthropic's latest AI model identifies 'thousands of zero-day vulnerabilities' in 'every major operating system and every major web browser' — Claude Mythos Preview sparks race to fix critical bugs...

Infosys and Harness Announce Strategic AI Collaboration for Enterprise Transformation - scanx.trade

Infosys and Harness Announce Strategic AI Collaboration for Enterprise Transformation  scanx.trade

Lloyds Banking Group: Four-Year Agentic AI Research Program With University Of Glasgow - Pulse 2.0

Lloyds Banking Group: Four-Year Agentic AI Research Program With University Of Glasgow  Pulse 2.0

Lloyds Banking Group: Four-Year Agentic AI Research Program With University Of Glasgow - Pulse 2.0

Lloyds Banking Group: Four-Year Agentic AI Research Program With University Of Glasgow  Pulse 2.0

Anthropic says its most powerful AI cyber model is too dangerous to release publicly — so it built Project Glasswing - VentureBeat

Anthropic says its most powerful AI cyber model is too dangerous to release publicly — so it built Project Glasswing  VentureBeat

Anthropic Claims Its New A.I. Model, Mythos, Is a Cybersecurity ‘Reckoning’ - The New York Times

Anthropic Claims Its New A.I. Model, Mythos, Is a Cybersecurity ‘Reckoning’  The New York Times

Anthropic Lets Apple, Amazon Test More Powerful Mythos AI Model - Bloomberg.com

Anthropic Lets Apple, Amazon Test More Powerful Mythos AI Model  Bloomberg.com

Project Glasswing: Anthropic announces big tech consortium to test Claude Mythos AI model that could ‘reshape cybersecurity’ - IT Pro

Project Glasswing: Anthropic announces big tech consortium to test Claude Mythos AI model that could ‘reshape cybersecurity’  IT Pro

Burger King Tests AI Headsets That Monitor Employee Courtesy - vocal.media

Burger King Tests AI Headsets That Monitor Employee Courtesy  vocal.media

China’s Z.AI Releases GLM-5.1, Beats All US Models On SWE-Bench Pro - OfficeChai

China’s Z.AI Releases GLM-5.1, Beats All US Models On SWE-Bench Pro  OfficeChai

Sprinklr Spring '26: AI Agents Get Explainable, Copilots Get Proactive and VoC Gets Actionable - CMSWire

Sprinklr Spring '26: AI Agents Get Explainable, Copilots Get Proactive and VoC Gets Actionable  CMSWire

Testing suggests Google’s AI Overviews tell millions of lies per hour - arstechnica.com

Testing suggests Google’s AI Overviews tell millions of lies per hour  arstechnica.com

Text-to-SQL solution powered by Amazon Bedrock | Artificial Intelligence - Amazon Web Services

Text-to-SQL solution powered by Amazon Bedrock | Artificial Intelligence  Amazon Web Services

Website Optimisation Tools Market Analysis By Application, - openPR.com

Website Optimisation Tools Market Analysis By Application,  openPR.com

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It - StreetInsider

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It  StreetInsider

Visual Search Software Market Analysis By Application, Type, - openPR.com

Visual Search Software Market Analysis By Application, Type,  openPR.com

Infosys Partners With US-Based Harness to Solve ‘AI Velocity Paradox’ - Analytics India Magazine

Infosys Partners With US-Based Harness to Solve ‘AI Velocity Paradox’  Analytics India Magazine

AI in Healthcare: How Machine Learning Is Transforming Faster Disease Diagnosis in 2026 - Medical Daily

AI in Healthcare: How Machine Learning Is Transforming Faster Disease Diagnosis in 2026  Medical Daily

Machine and Deep Learning Reveal Sequence Determinants Encoding Bivalent Histone Modifications - Nature

Machine and Deep Learning Reveal Sequence Determinants Encoding Bivalent Histone Modifications  Nature

AI Doctors vs. Real Doctors: Strengths and Weaknesses Revealed - National Today

AI Doctors vs. Real Doctors: Strengths and Weaknesses Revealed  National Today

AI 'mirages' mean tools used to analyze medical scans could fabricate their findings - inkl

AI 'mirages' mean tools used to analyze medical scans could fabricate their findings  inkl

NHRC core group on the Right to Food and Nutrition has recommended setting up a multi-sectoral surveillance system and a robust framework to investigate food samples in a time-bound manner, and developing cost-effective AI tools to enable "real-time mo...

NHRC core group on the Right to Food and Nutrition has recommended setting up a multi-sectoral surveillance system and a robust framework to investigate food samples in a time-bound manner, and dev...

Sprinklr Unveils Next Wave of AI‑Native Customer Experience Innovation with Spring ’26 (26.4) Release - 01net

Sprinklr Unveils Next Wave of AI‑Native Customer Experience Innovation with Spring ’26 (26.4) Release  01net

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs - Finansavisen

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs  Finansavisen

10 Best Ways to Use AI to Find "Bugs" in Smart Contracts Before They Get Hacked - FinanceFeeds

10 Best Ways to Use AI to Find "Bugs" in Smart Contracts Before They Get Hacked  FinanceFeeds

Rahber Global Launches Afghanistan’s First International-Standard Visa Facilitation Centre in Kabul - Weekly Voice

Rahber Global Launches Afghanistan’s First International-Standard Visa Facilitation Centre in Kabul  Weekly Voice

Humanize AI Review (2026): Does It Actually Work? - Cybernews

Humanize AI Review (2026): Does It Actually Work?  Cybernews

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers - The National Law Review

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers  The National Law Review

How I Started Creating Better Original Characters With AI Anime Tools - thehansindia.com

How I Started Creating Better Original Characters With AI Anime Tools  thehansindia.com

How I Started Creating Better Original Characters With AI Anime Tools - The Hans India

How I Started Creating Better Original Characters With AI Anime Tools  The Hans India

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It - Yahoo Finance

Just Badge Research Uncovers Why Employers Can't Find AI Talent — They Never Check for It  Yahoo Finance

Infosys shares rise 3% as firm partners with Harness to drive AI-led enterprise solutions - Upstox

Infosys shares rise 3% as firm partners with Harness to drive AI-led enterprise solutions  Upstox

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers - Weekly Voice

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers  Weekly Voice

AI is reengineering drug discovery by speeding up testing and scanning petabytes of data for connections between diseases - The Conversation

AI is reengineering drug discovery by speeding up testing and scanning petabytes of data for connections between diseases  The Conversation

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers - Business Wire

TestRail Launches AI Test Script Generation to Eliminate Boilerplate Coding for Automation Engineers  Business Wire

Adobe launches Acrobat-based Student Spaces, a free AI-powered study tool for students - TechCrunch

Adobe launches Acrobat-based Student Spaces, a free AI-powered study tool for students  TechCrunch

Sprinklr Wants CX Leaders to Trust AI Agents With Proof, Not Promises - CX Today

Sprinklr Wants CX Leaders to Trust AI Agents With Proof, Not Promises  CX Today

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs | Corporate - EQS News

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs | Corporate  EQS News

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs | Corporate - EQS News

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs | Corporate  EQS News

Sprinklr Unveils Next Wave of AI‑Native Customer Experience Innovation with Spring ’26 (26.4) Release - Business Wire

Sprinklr Unveils Next Wave of AI‑Native Customer Experience Innovation with Spring ’26 (26.4) Release  Business Wire

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs - Finansavisen

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs  Finansavisen

Infosys Strategic Collaboration with Harness to Advance Agentic AI-Led Software Delivery - InvestyWise

Infosys Strategic Collaboration with Harness to Advance Agentic AI-Led Software Delivery  InvestyWise

Cosmetics Market 2026: How AI is Transforming Beauty, Marketing, and Retail - vocal.media

Cosmetics Market 2026: How AI is Transforming Beauty, Marketing, and Retail  vocal.media

The study of nomogram model based on CT radiomics and clinical features for histological classification of parotid gland tumors - Nature

The study of nomogram model based on CT radiomics and clinical features for histological classification of parotid gland tumors  Nature

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs - acrofan.com

Infosys and Harness Announce Strategic Collaboration to Unlock AI Value for Enterprise Transformation and Modernization Programs  acrofan.com

Why SAST is growing in importance in the age of AI-generated source code - Techzine Global

Why SAST is growing in importance in the age of AI-generated source code  Techzine Global

Humanize AI Review (2026): Does It Actually Work? - Cybernews

Humanize AI Review (2026): Does It Actually Work?  Cybernews

Best AI Knowledge Management Tools: Turn Docs into Responses - Cybernews

Best AI Knowledge Management Tools: Turn Docs into Responses  Cybernews

How Meta’s AI push is changing ad creation - Marketing Brew

How Meta’s AI push is changing ad creation  Marketing Brew

AI-Driven Transformation in Oil Analysis: From Diagnostics to Predictive Maintenance - AZoM

AI-Driven Transformation in Oil Analysis: From Diagnostics to Predictive Maintenance  AZoM

Hungarian Employers Highlight Benefits and Barriers of AI Adoption - hungarianconservative.com

Hungarian Employers Highlight Benefits and Barriers of AI Adoption  hungarianconservative.com

iCoderz Solutions Embraces AI-Assisted Development to Deliver Faster, Smarter Digital Products - openPR.com

iCoderz Solutions Embraces AI-Assisted Development to Deliver Faster, Smarter Digital Products  openPR.com

CASA Software Unveils The Blind Spots Slowing Enterprise Transformation - Engineering News

CASA Software Unveils The Blind Spots Slowing Enterprise Transformation  Engineering News

Harnessing Digital Twins And AI/ML For Smarter Semiconductor Test Optimization - semiengineering.com

Harnessing Digital Twins And AI/ML For Smarter Semiconductor Test Optimization  semiengineering.com

AI Accelerators Usher In New Era For IC Test - Semiconductor Engineering

AI Accelerators Usher In New Era For IC Test  Semiconductor Engineering

AI-Assisted NDT Data Analytics and Defect Characterization Platforms Market Size, Share & Forecast to 2036 | FMI - Future Market Insights

AI-Assisted NDT Data Analytics and Defect Characterization Platforms Market Size, Share & Forecast to 2036 | FMI  Future Market Insights

Anthropic lets Apple, Amazon test more powerful Mythos AI model - SiliconValley.com

Anthropic lets Apple, Amazon test more powerful Mythos AI model  SiliconValley.com

AI Models Map the Colorado River’s Hard Choices - IEEE Spectrum

AI Models Map the Colorado River’s Hard Choices  IEEE Spectrum

How to Start Using Globalping Without Getting Overwhelmed - HackerNoon

How to Start Using Globalping Without Getting Overwhelmed  HackerNoon

Is Valve testing AI on Steam for support and anti‑cheat? - MSN

Is Valve testing AI on Steam for support and anti‑cheat?  MSN

Is Valve testing AI on Steam for support and anti‑cheat? - MSN

Is Valve testing AI on Steam for support and anti‑cheat?  MSN

ESET Antivirus Review 2026: Is the Protection Worth the Price? - All About Cookies

ESET Antivirus Review 2026: Is the Protection Worth the Price?  All About Cookies

CASA Software unveils blind spots slowing enterprise transformation - ITWeb

CASA Software unveils blind spots slowing enterprise transformation  ITWeb

UiPath bets on agentic testing to close QA gap in AI-driven banking - QA Financial

UiPath bets on agentic testing to close QA gap in AI-driven banking  QA Financial

‘Test data is an asset’, says Rakesh Sukla ahead of New York Forum - QA Financial

‘Test data is an asset’, says Rakesh Sukla ahead of New York Forum  QA Financial

Modernizing Mining Operations Using Digital Tools - Discovery Alert

Modernizing Mining Operations Using Digital Tools  Discovery Alert

Indie Agency Wpromote Dishes On How It’s Testing New Agentic SSP Tools - AdExchanger

Indie Agency Wpromote Dishes On How It’s Testing New Agentic SSP Tools  AdExchanger

Quality Assurance Software Market Size | CAGR of 11.6% - Market.us

Quality Assurance Software Market Size | CAGR of 11.6%  Market.us

AI coding splits into before and after GPT-5.1 and Opus 4.5, engineer says - 디지털투데이

AI coding splits into before and after GPT-5.1 and Opus 4.5, engineer says  디지털투데이

Google says its AI-powered ads help some brands lift online sales by 80% - Modern Retail

Google says its AI-powered ads help some brands lift online sales by 80%  Modern Retail

Google study finds LLMs are embedded at every stage of abuse detection - Help Net Security

Google study finds LLMs are embedded at every stage of abuse detection  Help Net Security

Dev.to 10 articles

Your accessibility score is lying to you

Automated accessibility testing tools, such as axe-core by Deque, WAVE, Lighthouse are bit like a...

Agent-Driven E2E Testing with Cypress: A Practical Guide to Harness Engineering with Cursor Subagents

Teams have done end-to-end testing deliberately for years: exploring the app, writing tests from what...

We Built 17 MCP Servers to Let AI Run Our Internal Operations

Introduction In a previous article, I introduced "DB Graph MCP" — a system that enables...

Test Case Management in 2026: What's Changed, What Hasn't, and What Needs To

Cross-posted from the Unitix Flow Blog Test case management hasn't evolved in 10 years. Here's...

AI as Your Ally: Automating Empathy in Drug Shortage Conversations

Drug shortages are a constant, frustrating reality. For the independent pharmacy owner, each shortage...

I Ran My Own SEO Agent on My Two Domains — It Went from 0/4 to 4/4 PASS in One Afternoon

invoice.naija-vpn.com was serving the Carter Efe $50K/month Twitch story as its meta description....

Building a YouTube-to-Podcast Pipeline with yt-dlp, ffmpeg, and Backblaze B2

YouTube has an enormous amount of great audio content — earnings calls, university lectures,...

Boundary Value Mutations: The Bug Category That's Easiest to Catch — and Hardest to Cover Completely

Boundary bugs have a 63.8% AI detection rate — the highest of any mutation category. That sounds reassuring until you think about the 36.2% that slip through. Here's how to close that gap.

Forms Accessibility: The 8 Trusted Tester Test IDs You Need to Know

A developer’s guide to labels, context changes, error handling, and prevention based on the DHS...

11 AI APIs You Can Integrate in Your Apps Right Now

AI is not just the future anymore, it’s already part of the apps you use every day. From chatbots and...

Hacker News 24 articles

Hollywood in the 60s and the Good AI Future

Show HN: Custom Podcast Summarizer

This tool allows users to summarize any podcast according to their own preferences. Over time, the app learns about what information you want to extract via custom tags and an AI chat feature. Each...

Local AI reads WhatsApp and books meetings – no cloud, no subscription

Podcast insights in minutes, not hours

This tool allows users to summarize any podcast according to their own preferences. Over time, the app learns about what information you want to extract via custom tags and an AI chat feature. Each...

Show HN: PromptJuggler – A dev env and runner for prompts, workflows, agents

Backstory: At work I had to build an AI pipeline to run millions of prompts. First I just put the prompts into string consts and integrated directly with api, chaining one run onto the output of an...

Show HN: Marimo pair – Reactive Python notebooks as environments for agents

Hi HN! We're excited to share marimo pair [1] [2], a toolkit that drops AI agents into a running marimo notebook [3] session. This lets agents use marimo as working memory and a reactive Pytho...

Testing suggests Google's AI Overviews tell millions lies per hour

Show HN: Frontend-VisualQA — give coding agents eyes to verify their own UI work

Coding agents today are blind.They write “valid” HTML/CSS code but can still ship a broken layout, a clipped dropdown, or a page at the wrong URL. Playwright scripts can assert modal.isVisible...

Ask HN: How do you promote apps which are vibe coded but has real life usecase?

I am quite keen on developer tools, built some tools for developer productivity. But when I post about the app on the reddit (or other place), I don't get interaction instead getting more hars...

Show HN: Managarr – A TUI and CLI for managing *ARR servers, built in Rust

I've been working on Managarr for a few years. It's a terminal-based TUI (Text-based User Interface) and CLI for managing your self-hosted *arr media server stack (Radarr, Sonarr, Lidarr,...

Show HN: I built an AI that forgets things when people leave the room

My girlfriend and I had a fight. We both hopped on our shared Claude account to vent, without telling each other. Eventually, she noticed that chat, joined it, and started grilling me. I got bizarr...

Show HN: Developed a solution to automate ASO keyword research

The project that I started out of frustration turned into an application that replaced all other ASO tools I have been using. Sharing here so I hope it helps others as well.It is called RespectASO ...

Show HN: OneManCompany The first AI company with real corporate org structure

We built an AI company. Not a chatbot wrapper — a company with HR, COO, engineers, and designers, all AI agents, organised and managed the way a real company operates. You're the CEO, the only...

Did Test Automation Engineers Just Get Pluto-Ed?

Show HN: An open source CI/CD action to audit and fix AI generated UI code

Hi everyone. AI can generate code in seconds now but verifying and auditing it inside our CI/CD pipelines does not happen at the same speed. It has become a massive bottleneck. To clear this u...

Show HN: Letting an LLM write robot programs

Try the demo here: https://llm-trajectory.boesch.dev/This is a write-up of a system I designed at a previous job. It's a natural language interface for industrial robots. The de...

Show HN: Petrarca: Voice first spaced repetition – track knowledge across books

I've been struggling for years to get an overview (become literate) in history as an adult. I wanted all the names (Cicero, Caesar, Constantinople, Waterloo) to actually mean something, becaus...

Show HN: SwellSlots – Grid Based Surf Forecast App with a Street Fighter 2 UI

I discovered surfing last year in my early 40's its been a journey and a half and more fun than taking up golf at my age.SwellSlots squeezes swell height, period, wind speed/direction, an...

Show HN: Onboardly – Ask questions about any GitHub codebase in plain English

A few months ago, I asked HN about the biggest pain points when joining a new team (https://news.ycombinator.com/item?id=47368472). Most people said it was the tribal knowledge buri...

Tech companies are cutting jobs and betting on AI. The payoff is not guaranteed

Show HN: Willitrun – check if any ML model runs on any device (benchmark-backed)

I kept running into the same problem with local/edge ML: I would read through model cards or start downloading a model, and only later realize it barely didn't fit on my device or would r...

Show HN: I built an app using Apple Watch's water and HR sensors to track baths

Hey HN! First Show HN for me - niche app, but I think it nails something that hasn't been done properly before.Furolog (フロログ — furo = bath, log = logging) is an iOS + watchOS app that uses the...

The case for Model-as-a-Service over self-managed inference

The operational overhead of self-hosting model inference (vLLM setup, networking, scaling) is significant for small teams. A growing category of "MaaS" platforms abstracts this, so i&#x27...

CarriFit – Free AI Calorie Counter