AI Testing News

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

Jun 23 Wednesday, June 24, 2026 Jun 25
Today's AI Testing Digest
  • Giskard provides red-teaming and testing capabilities specifically for LLM safety, helping QA teams systematically identify hallucinations and security vulnerabilities before production. Read more
  • Security testing is falling behind AI-assisted coding speed, requiring QA and pentesting teams to rethink validation strategies and automation to keep pace with AI-generated code. Read more
  • Multi-agent AI pipelines outperform single-agent approaches, signaling that QA teams should test agent orchestration, failure handling, and cross-agent communication patterns. Read more
  • AI-driven software delivery enables autonomous code contributions and pull requests, requiring QA to develop new validation patterns for AI-generated code that bypasses traditional review workflows. Read more
  • Monk CI's AI-first development platform highlights the shift toward continuous testing and validation in automated pipelines, requiring QA teams to adopt AI-native testing frameworks. Read more

125 articles

Google News 103 articles

Gartner warns AI coding costs may top developer pay by 2028 - CFOtech Australia

Gartner warns AI coding costs may top developer pay by 2028  CFOtech Australia

OpenAI Rumored to Be Developing Custom AI Chip “Jalapeño” With Broadcom - Gizchina.com

OpenAI Rumored to Be Developing Custom AI Chip “Jalapeño” With Broadcom  Gizchina.com

OpenAI and Broadcom Unveil Jalape 1o Inference Processor - Let's Data Science

OpenAI and Broadcom Unveil Jalape 1o Inference Processor  Let's Data Science

How to Write a Prompt Engineering Resume (Step-by-Step with Examples) - Coursera

How to Write a Prompt Engineering Resume (Step-by-Step with Examples)  Coursera

Rethinking quality engineering in the age of AI - Indiatimes

Rethinking quality engineering in the age of AI  Indiatimes

How you can use AI and keep your job - The Australian

How you can use AI and keep your job  The Australian

LG CNS debuts agentic AI ERP test platform, targets global SAP market - CHOSUNBIZ - Chosunbiz

LG CNS debuts agentic AI ERP test platform, targets global SAP market - CHOSUNBIZ  Chosunbiz

Can AI be your therapist?: Q&A with an expert - Medical Xpress

Can AI be your therapist?: Q&A with an expert  Medical Xpress

AI is changing this job so fast the interview process can't keep up - MSN

AI is changing this job so fast the interview process can't keep up  MSN

"Agentic AI Self-Checks"...LG CNS Launches ERP Test Solution - 아시아경제

"Agentic AI Self-Checks"...LG CNS Launches ERP Test Solution  아시아경제

LG CNS launches agentic AI-powered ERP test solution - 디지털투데이

LG CNS launches agentic AI-powered ERP test solution  디지털투데이

Eye movements may reveal signs of dyslexia before reading tests do - Earth.com

Eye movements may reveal signs of dyslexia before reading tests do  Earth.com

The Coming Deflationary World: Vinod Khosla’s Radical and Unapologetically Contrarian Views on Artificial Intelligence - American Kahani

The Coming Deflationary World: Vinod Khosla’s Radical and Unapologetically Contrarian Views on Artificial Intelligence  American Kahani

Report Finds AI Chatbots Exhibit Left-Wing Bias - Let's Data Science

Report Finds AI Chatbots Exhibit Left-Wing Bias  Let's Data Science

Evaluating AI Tools for Laboratory Use: What Lab Managers Should Actually Test - Lab Manager

Evaluating AI Tools for Laboratory Use: What Lab Managers Should Actually Test  Lab Manager

Qualcomm move tests Street targets after $15B AI data center outlook - TechStock²

Qualcomm move tests Street targets after $15B AI data center outlook  TechStock²

Q&A: IBM Expert on How Financial Institutions Can Control Cloud Costs With FinOps Practices - BizTech Magazine

Q&A: IBM Expert on How Financial Institutions Can Control Cloud Costs With FinOps Practices  BizTech Magazine

General Motors reports 300% increase in merged pull requests after AI software retooling - Crypto Briefing

General Motors reports 300% increase in merged pull requests after AI software retooling  Crypto Briefing

The 2 Best DNA Testing Kits of 2026 | Reviews by Wirecutter - The New York Times

The 2 Best DNA Testing Kits of 2026 | Reviews by Wirecutter  The New York Times

OpenAI, Broadcom debut custom Jalapeño chip for AI inference - SiliconANGLE

OpenAI, Broadcom debut custom Jalapeño chip for AI inference  SiliconANGLE

WPP pilots Meta AI tool to sharpen creative performance insights - Indian Television Dot Com

WPP pilots Meta AI tool to sharpen creative performance insights  Indian Television Dot Com

Meta’s AI push at Cannes Lions highlights social’s automation race - eMarketer

Meta’s AI push at Cannes Lions highlights social’s automation race  eMarketer

The Thirty-Second Scroll Test: What Happens When You Let AI Build Your Ad Videos - vocal.media

The Thirty-Second Scroll Test: What Happens When You Let AI Build Your Ad Videos  vocal.media

From Prompt Testing to AI Red Teaming at Enterprise Scale - Check Point Blog

From Prompt Testing to AI Red Teaming at Enterprise Scale  Check Point Blog

When Transcription Meets Intelligence: A Real-World Test of Whisper Scribe AI - Programming Insider

When Transcription Meets Intelligence: A Real-World Test of Whisper Scribe AI  Programming Insider

Meta Tests AI Companion App to Supercharge Creator Workflows - The Tech Buzz

Meta Tests AI Companion App to Supercharge Creator Workflows  The Tech Buzz

Build a healthcare appointment agent with Amazon Nova 2 Sonic | Artificial Intelligence - Amazon Web Services (AWS)

Build a healthcare appointment agent with Amazon Nova 2 Sonic | Artificial Intelligence  Amazon Web Services (AWS)

The emerging role of AI tools in smallholder finance - IFPRI

The emerging role of AI tools in smallholder finance  IFPRI

DataOps Strategy for Modern Data Engineering - Databricks

DataOps Strategy for Modern Data Engineering  Databricks

Children's Hospital of Philadelphia Researchers Develop AI-Driven Tool to Aid in Selecting Genetic Tests for Diagnosis of Rare Diseases - PR Newswire

Children's Hospital of Philadelphia Researchers Develop AI-Driven Tool to Aid in Selecting Genetic Tests for Diagnosis of Rare Diseases  PR Newswire

OpenAI unveils first custom chip to power AI models - Nairametrics

OpenAI unveils first custom chip to power AI models  Nairametrics

AI shifts from threat to growth driver in software industry - The Daily Star

AI shifts from threat to growth driver in software industry  The Daily Star

The algorithm will see you now: Why AI is the nail in the coffin for animal medical testing - Daily Maverick

The algorithm will see you now: Why AI is the nail in the coffin for animal medical testing  Daily Maverick

The algorithm will see you now: Why AI is the nail in the coffin for animal medical testing - Daily Maverick

The algorithm will see you now: Why AI is the nail in the coffin for animal medical testing  Daily Maverick

Introducing computer use in Gemini 3.5 Flash - blog.google

Introducing computer use in Gemini 3.5 Flash  blog.google

Small Models, Massive Wins: Shopify's New AI Formula - VentureBeat

Small Models, Massive Wins: Shopify's New AI Formula  VentureBeat

Red-Team AI Tool Vulnerabilities Let Attackers Exfiltrate API Keys and Compromise Operators' Systems - CyberSecurityNews

Red-Team AI Tool Vulnerabilities Let Attackers Exfiltrate API Keys and Compromise Operators' Systems  CyberSecurityNews

OpenAI, Broadcom roll out Jalapeno AI chip for LLM inference, target gigawatt-scale data centres from 2026 - The Tribune

OpenAI, Broadcom roll out Jalapeno AI chip for LLM inference, target gigawatt-scale data centres from 2026  The Tribune

Nimble.LA Reports Revenue Growth as Enterprise AI Adoption Accelerates - citybiz

Nimble.LA Reports Revenue Growth as Enterprise AI Adoption Accelerates  citybiz

AI-designed test vehicle debuts at fair - blockchain.news

AI-designed test vehicle debuts at fair  blockchain.news

OpenAI unveils first custom AI inference chip, Jalapeño, with Broadcom — and its development was sped-up with OpenAI's own models - VentureBeat

OpenAI unveils first custom AI inference chip, Jalapeño, with Broadcom — and its development was sped-up with OpenAI's own models  VentureBeat

OpenAI and Broadcom unveil Jalapeño, a new AI chip built for LLM inference - Neowin

OpenAI and Broadcom unveil Jalapeño, a new AI chip built for LLM inference  Neowin

AI Cyber Threat: Five Eyes Sound Alarm on Machine-Scale Attacks - debuglies.com

AI Cyber Threat: Five Eyes Sound Alarm on Machine-Scale Attacks  debuglies.com

Coval Raises $28 Million Series A to Scale Voice AI Testing Infrastructure - citybiz

Coval Raises $28 Million Series A to Scale Voice AI Testing Infrastructure  citybiz

Coval Raises $28 Million Series A to Define Safety and Reliability for Autonomous Voice Agents - AiThority

Coval Raises $28 Million Series A to Define Safety and Reliability for Autonomous Voice Agents  AiThority

AI Coding Could Cost More Than Developers by 2028, Gartner Warns - ciol.com

AI Coding Could Cost More Than Developers by 2028, Gartner Warns  ciol.com

Are ChatGPT and other AI chatbots politically biased? We tested them. - The Washington Post

Are ChatGPT and other AI chatbots politically biased? We tested them.  The Washington Post

Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead - Towards Data Science

Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead  Towards Data Science

AI Native Engineering: Why Teams of 10 Are Beginning to Outperform Teams of 80 - Security Boulevard

AI Native Engineering: Why Teams of 10 Are Beginning to Outperform Teams of 80  Security Boulevard

OpenAI and Broadcom unveil LLM-optimized inference chip - OpenAI

OpenAI and Broadcom unveil LLM-optimized inference chip  OpenAI

Tencent stock up as firm tests WeCom AI tool, files share buyback - TechStock²

Tencent stock up as firm tests WeCom AI tool, files share buyback  TechStock²

OpenAI and Broadcom Unveil LLM-Optimized Intelligence Processor - GlobeNewswire

OpenAI and Broadcom Unveil LLM-Optimized Intelligence Processor  GlobeNewswire

OpenAI and Broadcom Unveil LLM-Optimized Intelligence Processor - GlobeNewswire

OpenAI and Broadcom Unveil LLM-Optimized Intelligence Processor  GlobeNewswire

Coval Raises $28 Million Series A to Define Safety and Reliability for Autonomous Voice Agents - PR Newswire

Coval Raises $28 Million Series A to Define Safety and Reliability for Autonomous Voice Agents  PR Newswire

Ex-Waymo engineer secures $28M from Norwest to bring autonomous vehicle testing to voice AI - Tech Funding News

Ex-Waymo engineer secures $28M from Norwest to bring autonomous vehicle testing to voice AI  Tech Funding News

Disney Store AI Shopping Assistant: How It Could Change the Way You Shop - Lapaas Voice

Disney Store AI Shopping Assistant: How It Could Change the Way You Shop  Lapaas Voice

Workday Accused of AI Bias in Job Screening, Faces California Lawsuit - Lapaas Voice

Workday Accused of AI Bias in Job Screening, Faces California Lawsuit  Lapaas Voice

Great Models Aren't Enough for Physical AI - HackerNoon

Great Models Aren't Enough for Physical AI  HackerNoon

How AI Is Making Ecommerce Migration Faster, More Predictable - Shopify

How AI Is Making Ecommerce Migration Faster, More Predictable  Shopify

OpenAI and Broadcom unveil Jalapeño, first custom AI inference chip for large-scale LLM workloads - Proactive Investors

OpenAI and Broadcom unveil Jalapeño, first custom AI inference chip for large-scale LLM workloads  Proactive Investors

From Prompt Testing to AI Red Teaming at Enterprise Scale - Check Point Blog

From Prompt Testing to AI Red Teaming at Enterprise Scale  Check Point Blog

The Real Story Behind the Pentagon AI System Test That Broke Into Secret Networks - Lavender Hotel

The Real Story Behind the Pentagon AI System Test That Broke Into Secret Networks  Lavender Hotel

Pentesting can’t keep up with AI coding, report - Computing UK

Pentesting can’t keep up with AI coding, report  Computing UK

BOARDWALKTECH ANNOUNCES STRATEGIC PARTNERSHIP WITH XORIANT TO DELIVER AI-DRIVEN ENTERPRISE TRANSFORMATION - Morningstar

BOARDWALKTECH ANNOUNCES STRATEGIC PARTNERSHIP WITH XORIANT TO DELIVER AI-DRIVEN ENTERPRISE TRANSFORMATION  Morningstar

Top 10 Application Security Tools for Enterprises in 2026 - Indiatimes

Top 10 Application Security Tools for Enterprises in 2026  Indiatimes

SoFi deepens AI-powered trading ambitions with Composer deal - Indiatimes

SoFi deepens AI-powered trading ambitions with Composer deal  Indiatimes

Why AI Humanizers Are Exploding: Can They Actually Beat Turnitin? - streamlinefeed.co.ke

Why AI Humanizers Are Exploding: Can They Actually Beat Turnitin?  streamlinefeed.co.ke

Nokia (HEL:NOKIA) trades higher on AI network automation push, outpaces Helsinki index - TechStock²

Nokia (HEL:NOKIA) trades higher on AI network automation push, outpaces Helsinki index  TechStock²

Top 7 Coding Models You Can Run Locally in 2026 - KDnuggets

Top 7 Coding Models You Can Run Locally in 2026  KDnuggets

AI Code Boom Exposes Critical Flaws in Software Control - streamlinefeed.co.ke

AI Code Boom Exposes Critical Flaws in Software Control  streamlinefeed.co.ke

Tesla FSD Gets Grok Voice Commands by Fall: Australia Joins Rollout, NHTSA Probes Crash - Tech Times

Tesla FSD Gets Grok Voice Commands by Fall: Australia Joins Rollout, NHTSA Probes Crash  Tech Times

Structuring AI Agents For Perplexity’s Python-to-Rust Migration - Dataconomy

Structuring AI Agents For Perplexity’s Python-to-Rust Migration  Dataconomy

Google launches Gemini for Science AI research tools - Digital Watch Observatory

Google launches Gemini for Science AI research tools  Digital Watch Observatory

Using Graphify and NetworkX to Map Python Codebase Structure with God Nodes, Communities, and Architecture Visualizations - MarkTechPost

Using Graphify and NetworkX to Map Python Codebase Structure with God Nodes, Communities, and Architecture Visualizations  MarkTechPost

What Is Agentic AI Compliance in Finance? - Blockchain Council

What Is Agentic AI Compliance in Finance?  Blockchain Council

Telefónica Deutschland, Blue Planet show AI agents speeding slice service - Mobile Europe

Telefónica Deutschland, Blue Planet show AI agents speeding slice service  Mobile Europe

Meta Launches AI Tools for Creating and Testing Ads - thekeyword.co

Meta Launches AI Tools for Creating and Testing Ads  thekeyword.co

Apple releases new software test for AirPods - Laodong.vn

Apple releases new software test for AirPods  Laodong.vn

AI-Augmented Software Delivery: From Code Search to Autonomous Pull Requests (Safely) - The AI Journal

AI-Augmented Software Delivery: From Code Search to Autonomous Pull Requests (Safely)  The AI Journal

Monk CI Announces USD 450K Pre-Seed Funding to Power the Future of AI-First Software Development - Loktej English

Monk CI Announces USD 450K Pre-Seed Funding to Power the Future of AI-First Software Development  Loktej English

16 Best Generative AI Coding Tools in 2026 Compared: Features, and Best Fit - MarkTechPost

16 Best Generative AI Coding Tools in 2026 Compared: Features, and Best Fit  MarkTechPost

New partnership to accelerate Dynamics 365 innovation through AI-powered test automation - Via Ritzau

New partnership to accelerate Dynamics 365 innovation through AI-powered test automation  Via Ritzau

IIITH’s TechForward roundtable defines Agentic AI as an ecosystem rather than just a chatbot or model - The Hans India

IIITH’s TechForward roundtable defines Agentic AI as an ecosystem rather than just a chatbot or model  The Hans India

Advantest Concludes Successful VOICE 2026 Event - The Manila Times

Advantest Concludes Successful VOICE 2026 Event  The Manila Times

The Best AI Image Generators We've Tested for 2026 - PCMag

The Best AI Image Generators We've Tested for 2026  PCMag

Chris Bizon’s AI work at RENCI solves research puzzles - The University of North Carolina at Chapel Hill

Chris Bizon’s AI work at RENCI solves research puzzles  The University of North Carolina at Chapel Hill

The Best AI Search Engines We've Tested for 2026 - PCMag

The Best AI Search Engines We've Tested for 2026  PCMag

8 generative AI certifications to grow your skills - cio.com

8 generative AI certifications to grow your skills  cio.com

11 Applications and Uses of Python - Simplilearn.com

11 Applications and Uses of Python  Simplilearn.com

Best AI ML Bootcamp 2026: Top Programs for Career Growth - Simplilearn.com

Best AI ML Bootcamp 2026: Top Programs for Career Growth  Simplilearn.com

RPA Fundamentals: Getting Started With Robotic Process Automation - Simplilearn.com

RPA Fundamentals: Getting Started With Robotic Process Automation  Simplilearn.com

F5 launches AI security platform, buys SurePath AI - SecurityBrief Asia

F5 launches AI security platform, buys SurePath AI  SecurityBrief Asia

Deloitte’s AI assurance expansion highlights next phase of testing - QA Financial

Deloitte’s AI assurance expansion highlights next phase of testing  QA Financial

ECB warns AI risks force banks to rethink DORA testing - QA Financial

ECB warns AI risks force banks to rethink DORA testing  QA Financial

Automation Is Changing: What the Rise of AI Agents Means for Workflows - The Recursive

Automation Is Changing: What the Rise of AI Agents Means for Workflows  The Recursive

Infosys Expands AI-Led IT Collaboration with Semiconductor Giant GlobalFoundries - Analytics India Magazine

Infosys Expands AI-Led IT Collaboration with Semiconductor Giant GlobalFoundries  Analytics India Magazine

How Will MoEngage's Acquisition of Aampe Impact Marketing? - Analytics India Magazine

How Will MoEngage's Acquisition of Aampe Impact Marketing?  Analytics India Magazine

3 Robotics Stocks Riding AI Data Center And Factory Automation Demand - simplywall.st

3 Robotics Stocks Riding AI Data Center And Factory Automation Demand  simplywall.st

3 Robotics Stocks Riding AI Data Center And Factory Automation Demand - simplywall.st

3 Robotics Stocks Riding AI Data Center And Factory Automation Demand  simplywall.st

Anthropic AI model identifies vulnerabilities in sensitive US government systems during testing - Telangana Today

Anthropic AI model identifies vulnerabilities in sensitive US government systems during testing  Telangana Today

Security testing was built for a slower world - Help Net Security

Security testing was built for a slower world  Help Net Security

Nifty IT Gains Despite JPMorgan Downgrade on AI Disruption Fears - Whalesbook

Nifty IT Gains Despite JPMorgan Downgrade on AI Disruption Fears  Whalesbook

Coretura and Accenture Join Forces to Reinvent the Development of Software-Defined Commercial Vehicles - Accenture

Coretura and Accenture Join Forces to Reinvent the Development of Software-Defined Commercial Vehicles  Accenture

Dev.to 8 articles

1,000 Errors, One Google Sheet, and Five Hours I Will Never Get Back

Every bug has an origin story. This one started, like most disasters do, with the words: "It works...

1,000 Errors, One Google Sheet, and Five Hours I Will Never Get Back

Every bug has an origin story. This one started, like most disasters do, with the words: "It works...

Your Evals Are Flaky Too: Stop Trusting a Pass Rate You Can't Reproduce

Your agent is non-deterministic and you know it. So is your model-as-judge eval. Here's how to measure judge flakiness, treat UNSTABLE as a first-class failing state, and use the trace to tell a ra...

Your Fuzzer Is Only as Smart as Its Oracle

A migration passed every check — then I saw the path it took: DROP TABLE; CREATE TABLE. Randomness doesn't find bugs, oracles do. What AI made cheap in dev-tool testing, and the one thing it didn't.

My eval harness paid for itself on the first run: 0.57 0.96, two bugs no unit test could catch

I almost shipped a RAG pipeline that, on certain questions, cited exactly the right document, and...

How I Automated DigitalOcean Infrastructure with SuperPlane

Our infrastructure "documentation" was a Google Sheet. Anyone on the team could edit it. Nobody...

Setting up a realistic, multi-machine environment on your own laptop used to mean juggling VirtualBox windows, clicking through installers, and hoping you could reproduce the same setup tomorrow. Vagrant replaces all of that with a single text file.

Building a Multi-VM Lab with Vagrant: Two Web Servers and a Database ...

Building a Multi-VM Lab with Vagrant: Two Web Servers and a Database

Setting up a realistic, multi-machine environment on your own laptop used to mean juggling VirtualBox...

Hacker News 14 articles

You all think it's normal to sit behind a laptop all day

The moment i saw the first llm, i knew the future of tech is keyboardless, actually i was trying to get there before gpt but failed. The fact that its 2026 and most of the industry doesn't see...

Show HN: Built an Obsidian plugin that rephrases your writing without takin over

Writing is hard, and it's tempting to just let AI do the whole thingSo I built an Obsidian plugin that keeps AI in its placeHighlight a sentence, get some options, pick the one you likeSharpen...

Show HN: Get AI to recommend your product or service

Hi guys,Noticed recently that one of my products had started getting a huge amount of traffic coming from ChatGPT and Perplexity, while another one had been getting zero.Went down a very deep rabbi...

Show HN: ccMarvin – Just Email with AI

Backstory: My name is Michael Stoppelman, I'm a super angel (300+ investments, I've invested in YC companies like Vanta, Flexport, Biorender, Permitflow and Canary Technologies). Prior to...

Medical diagnosis AIs can be tricked into telling whose data trained them

Show HN: Forte – Cloud infra to get startups to production faster

Forte is an opinionated cloud platform that gets developers to production faster. Developers bring their code and Forte containerizes it with autoscaling and no cold starts, securely configures aut...

AI DevOps Engine – bot posts PR fixes after testing in network-isolated Docker

Show HN: eBook to audiobook narration with realistic AI voices

For a while I've wanted to try out the new AI voices for long-form narration, but everything I found required a subscription that didn't justify my limited usage. I came across the open K...

Show HN: Sipp – Run small local LLMs in browser 3x faster

Hi HN! Sipp is an open-source AI inference library for running local models in browsers with up to 3x faster decode speeds than alternative libraries.My background is in HCI (human-computer interac...

Show HN: Orchid – Local-first record and replay for AI agent debugging

Orchid (Orchestration interactive debugger) is a zero-instrumentation proxy that captures every API & LLM call in your agent pipeline, then lets you inspect and replay the entire run locally, s...

Giskard: LLM esting platform for preventing hallucinations and security issues

Show HN: Agnes AI – Free multimodal API (text, image, video), OpenAI-compatible

Hi HN,I'm Daniel, part of the team at Agnes AI, a Singapore-based AI lab. We've been building quietly for a while and I wanted to share what we've made with this community and get ho...

OpenAI Codex bombards SSDs with needless write operations, costing millions

Ask HN: How do you test AI-generated code?

When AI generates code, I first instruct the model to find, fix, and verify any issues. After that, I start the server and test whether it actually works from the user’s perspective.What I’m lookin...