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