AI Testing News

Crowdtesting vs. Outsourced Software Testing: A 2026 Quality Comparison - Applause

Crowdtesting vs. Outsourced Software Testing: A 2026 Quality Comparison  Applause

AI maturity shapes the next phase of product development - Let's Data Science

AI maturity shapes the next phase of product development  Let's Data Science

AI maturity will define the next phase of product development - Indiatimes

AI maturity will define the next phase of product development  Indiatimes

Checkmarx unveils AI-powered SAST engine for modern codebases - techgig.com

Checkmarx unveils AI-powered SAST engine for modern codebases  techgig.com

Checkmarx unveils AI-powered SAST engine for modern codebases - techgig.com

Checkmarx unveils AI-powered SAST engine for modern codebases  techgig.com

Why Weibo’s tiny VibeThinker-3B has the AI world arguing over benchmarks again - VentureBeat

Why Weibo’s tiny VibeThinker-3B has the AI world arguing over benchmarks again  VentureBeat

Introducing Agent Harness Testing in Cisco AI Defense - Cisco Blogs

Introducing Agent Harness Testing in Cisco AI Defense  Cisco Blogs

Data Accuracy Fears: 95% of Leaders Worry About AI in HR - inkorr.com

Data Accuracy Fears: 95% of Leaders Worry About AI in HR  inkorr.com

CERT-In mandates AI testing and faster patching for Indian firms - NewsBytes

CERT-In mandates AI testing and faster patching for Indian firms  NewsBytes

CERT-In calls for AI-assisted security testing, faster patches - The Times of India

CERT-In calls for AI-assisted security testing, faster patches  The Times of India

What Happens When AI Agents Run on Decentralized Compute? - HackerNoon

What Happens When AI Agents Run on Decentralized Compute?  HackerNoon

What Happens When AI Agents Run on Decentralized Compute? - HackerNoon

What Happens When AI Agents Run on Decentralized Compute?  HackerNoon

How AI is changing the way meteorologists forecast the weather - WUSA9

How AI is changing the way meteorologists forecast the weather  WUSA9

AI Coding Agent Skills Library Gives Any Tool 51 Senior Engineer Personas - Tech Times

AI Coding Agent Skills Library Gives Any Tool 51 Senior Engineer Personas  Tech Times

AI Red Teaming: Testing AI Systems Prior to Launch - The AI Journal

AI Red Teaming: Testing AI Systems Prior to Launch  The AI Journal

AI coding exposes security gaps, partner opportunities - Channel Dive

AI coding exposes security gaps, partner opportunities  Channel Dive

Test-Grade Silicon Wafers Market Forecast Points Higher Toward 2035, Driven by Semiconductor R&D Expansion - IndexBox

Test-Grade Silicon Wafers Market Forecast Points Higher Toward 2035, Driven by Semiconductor R&D Expansion  IndexBox

How To Automate Social Media Content With AI (Save Hours) Mortgage Broker (glgLYkdu7D) - Fathom Journal

How To Automate Social Media Content With AI (Save Hours) Mortgage Broker (glgLYkdu7D)  Fathom Journal

Cisco’s AI reporting test raises questions about automation in cybersecurity - MSN

Cisco’s AI reporting test raises questions about automation in cybersecurity  MSN

Burke Introduces a New Framework for Assessing Synthetic Data Quality - MarTech Cube

Burke Introduces a New Framework for Assessing Synthetic Data Quality  MarTech Cube

AI reshapes jobs, boosting demand for human and trade skills - MSN

AI reshapes jobs, boosting demand for human and trade skills  MSN

Pacific AI’s healthcare AI governance platform now available on AWS Marketplace and Azure Marketplace - The Manila Times

Pacific AI’s healthcare AI governance platform now available on AWS Marketplace and Azure Marketplace  The Manila Times

Taiwan Excellence Highlights 23 Taiwanese Companies Bringing Robotics, Industrial AI, and Automation Solutions to Automate 2026 - Embedded Computing Design

Taiwan Excellence Highlights 23 Taiwanese Companies Bringing Robotics, Industrial AI, and Automation Solutions to Automate 2026  Embedded Computing Design

Cisco’s AI reporting test raises questions about automation in cybersecurity - MSN

Cisco’s AI reporting test raises questions about automation in cybersecurity  MSN

McDonald’s new AI drive-thru has to prove it can handle hungry people - MSN

McDonald’s new AI drive-thru has to prove it can handle hungry people  MSN

South Korean manufacturer expands tests of the One UI 8.5 system to dozens of Galaxy cell phones - Mix Vale

South Korean manufacturer expands tests of the One UI 8.5 system to dozens of Galaxy cell phones  Mix Vale

SpaceX Acquires Cursor AI to Accelerate Autonomous Code Engineering - Unite.AI

SpaceX Acquires Cursor AI to Accelerate Autonomous Code Engineering  Unite.AI

Beyond the model: Evaluating AI agricultural advisory systems so they work in the field - IFPRI

Beyond the model: Evaluating AI agricultural advisory systems so they work in the field  IFPRI

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows - The AI Journal

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows  The AI Journal

Japan’s Strategic Position in the Semiconductor Industry in the AI Era - semivision

Japan’s Strategic Position in the Semiconductor Industry in the AI Era  semivision

How NI Partner Transforms Guitar Hero Into a Test Automation Demo - Design News

How NI Partner Transforms Guitar Hero Into a Test Automation Demo  Design News

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows - PR Newswire

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows  PR Newswire

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows - Morningstar

Kong Announces Insomnia and Kong Konnect Integration to Unify API and AI Development Workflows  Morningstar

NASA Uses Machine Learning to Enhance Flash Flood Warnings - NASA Science (.gov)

NASA Uses Machine Learning to Enhance Flash Flood Warnings  NASA Science (.gov)

AI Gone Wrong — Hilarious & Horrifying Artificial Intelligence Fails - Private Internet Access

AI Gone Wrong — Hilarious & Horrifying Artificial Intelligence Fails  Private Internet Access

Keysight Expands Photonic Design Automation Portfolio with System-Level Simulation - Business Wire

Keysight Expands Photonic Design Automation Portfolio with System-Level Simulation  Business Wire

Apple’s Software Restrictions On The M4 Were Bypassed Using Reverse Engineering, Unlocking 15.8TFLOPS Of AI Crunching Power - Wccftech

Apple’s Software Restrictions On The M4 Were Bypassed Using Reverse Engineering, Unlocking 15.8TFLOPS Of AI Crunching Power  Wccftech

Mastering GEO, AEO & SEO Visibility: RankPivot's Live AI Stress Test Exposes LLM Retrieval Failures - TechBullion

Mastering GEO, AEO & SEO Visibility: RankPivot's Live AI Stress Test Exposes LLM Retrieval Failures  TechBullion

Equinix Sets Up Lab to Let Firms Test AI Systems Before Wider Rollout - TradingView

Equinix Sets Up Lab to Let Firms Test AI Systems Before Wider Rollout  TradingView

Equinix Sets Up Lab to Let Firms Test AI Systems Before Wider Rollout - TradingView

Equinix Sets Up Lab to Let Firms Test AI Systems Before Wider Rollout  TradingView

9 AI trading bots for stocks and forex in 2026: Automated platforms for smarter profits - crypto.news

9 AI trading bots for stocks and forex in 2026: Automated platforms for smarter profits  crypto.news

I Tried the Upgraded Apple Photos 'Clean Up' Tool, and It's Actually Pretty Good Now - Lifehacker

I Tried the Upgraded Apple Photos 'Clean Up' Tool, and It's Actually Pretty Good Now  Lifehacker

AI Compliance Failures Put Australian Enterprises on Notice - TechRepublic

AI Compliance Failures Put Australian Enterprises on Notice  TechRepublic

ICYMI Python on Microcontrollers Newsletter: Is JIT Python in Trouble? MicroPython in a WASM Sandbox and More! - Adafruit

ICYMI Python on Microcontrollers Newsletter: Is JIT Python in Trouble? MicroPython in a WASM Sandbox and More!  Adafruit

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer - Towards Data Science

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer  Towards Data Science

Tailscale Expands Aperture With Identity-Based AI Controls - Let's Data Science

Tailscale Expands Aperture With Identity-Based AI Controls  Let's Data Science

Legit Security Launches Autonomous Remediation Agents to Close the Gap Between AI-Led Attacks and AI-First Development - Business Wire

Legit Security Launches Autonomous Remediation Agents to Close the Gap Between AI-Led Attacks and AI-First Development  Business Wire

Why TDD is the ultimate shield against AI technical debt - DevPro Journal

Why TDD is the ultimate shield against AI technical debt  DevPro Journal

Deeptech Startup SiMa.ai Unveils Agentic Software, SoM to Reduce Reliance on NVIDIA GPUs - Analytics India Magazine

Deeptech Startup SiMa.ai Unveils Agentic Software, SoM to Reduce Reliance on NVIDIA GPUs  Analytics India Magazine

Legacy Code Best Practices: Ex-Amazon Director’s 10 Rules for the AI-Coding Crisis - Tech Times

Legacy Code Best Practices: Ex-Amazon Director’s 10 Rules for the AI-Coding Crisis  Tech Times

UiPath Introduces Maestro Case to Orchestrate Dynamic, Exception-Heavy Business Processes Across the Enterprise - UiPath

UiPath Introduces Maestro Case to Orchestrate Dynamic, Exception-Heavy Business Processes Across the Enterprise  UiPath

TestMu AI Introduces DevTools Assertions in Kane CLI, Enabling Browser-Level Validation Through Natural Language - Via TT

TestMu AI Introduces DevTools Assertions in Kane CLI, Enabling Browser-Level Validation Through Natural Language  Via TT

Beyond the UI: TestMu AI's Bid to Validate the Invisible Web - BriefGlance

Beyond the UI: TestMu AI's Bid to Validate the Invisible Web  BriefGlance

Tricentis Secures Expansion of California Software Licensing Program Contract - FinancialContent

Tricentis Secures Expansion of California Software Licensing Program Contract  FinancialContent

AI at Work: Why Companies Are Betting Big on Automation - The Sunday Guardian

AI at Work: Why Companies Are Betting Big on Automation  The Sunday Guardian

10 Key Takeaways from the Panel Discussion: How AI and SDV Architectures Are Enabling the Next Generation of Scalable L3, L3+ and L4 Autonomy | Automotive IQ - Automotive IQ

10 Key Takeaways from the Panel Discussion: How AI and SDV Architectures Are Enabling the Next Generation of Scalable L3, L3+ and L4 Autonomy | Automotive IQ  Automotive IQ

10 Key Takeaways from the Panel Discussion: How AI and SDV Architectures Are Enabling the Next Generation of Scalable L3, L3+ and L4 Autonomy | Automotive IQ - Automotive IQ

10 Key Takeaways from the Panel Discussion: How AI and SDV Architectures Are Enabling the Next Generation of Scalable L3, L3+ and L4 Autonomy | Automotive IQ  Automotive IQ

I Built an AI Company. Here’s Why AI Won’t Kill Coding Jobs. - The Free Press

I Built an AI Company. Here’s Why AI Won’t Kill Coding Jobs.  The Free Press

Securing the Age of AI - BCS, The Chartered Institute for IT

Securing the Age of AI  BCS, The Chartered Institute for IT

Most Trusted AI Creativity Tools for Professionals: Free and Paid Options - Analytics Insight

Most Trusted AI Creativity Tools for Professionals: Free and Paid Options  Analytics Insight

AI Hallucinations in Software Engineering: GitHits Raises $1.75M to Build the "Google for Code" - HackerNoon

AI Hallucinations in Software Engineering: GitHits Raises $1.75M to Build the "Google for Code"  HackerNoon

China tests AI tools to extend heart care - Islamabad Post

China tests AI tools to extend heart care  Islamabad Post

Nationwide adopts Aveni’s compliance software - Daily Business

Nationwide adopts Aveni’s compliance software  Daily Business

How AI is redefining electronics manufacturing: From design to deployment - Bisinfotech

How AI is redefining electronics manufacturing: From design to deployment  Bisinfotech

Multi-modal AI for Software Testing: A Strategic Quality Lever - Tata Consultancy Services

Multi-modal AI for Software Testing: A Strategic Quality Lever  Tata Consultancy Services

Why your RegTech API is the real AI readiness test - FinTech Global

Why your RegTech API is the real AI readiness test  FinTech Global

‘Pretty Crazy’ Token Usage Is Testing Bosses’ Bet on AI - WIRED

‘Pretty Crazy’ Token Usage Is Testing Bosses’ Bet on AI  WIRED

Zscaler unveils tools to secure autonomous AI agents - SecurityBrief UK

Zscaler unveils tools to secure autonomous AI agents  SecurityBrief UK

Zscaler unveils tools to secure autonomous AI agents - IT Brief UK

Zscaler unveils tools to secure autonomous AI agents  IT Brief UK

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI - TheWire.in

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI  TheWire.in

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI - TheWire.in

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI  TheWire.in

Codex Activity Rises 5x as AI Reworks Engineering Systems - DesignRush

Codex Activity Rises 5x as AI Reworks Engineering Systems  DesignRush

ASUS ExpertCenter Pro ET900N G3 Uses NVIDIA Grace Blackwell Ultra - Techgenyz

ASUS ExpertCenter Pro ET900N G3 Uses NVIDIA Grace Blackwell Ultra  Techgenyz

I spent 48 hours comparing Siri AI to Gemini — and Apple really impressed me - Android Authority

I spent 48 hours comparing Siri AI to Gemini — and Apple really impressed me  Android Authority

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles - India's News.Net

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles  India's News.Net

China tests AI tools to extend heart care as doctor shortages bite worldwide Breaking - Independent News Pakistan

China tests AI tools to extend heart care as doctor shortages bite worldwide Breaking  Independent News Pakistan

Best free AI stock trading bots in June 2026: Tools for beginners and active traders - FXStreet

Best free AI stock trading bots in June 2026: Tools for beginners and active traders  FXStreet

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles - Big News Network.com

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles  Big News Network.com

NeGD Recruitment 2026 - Apply Online for Delivery Manager, AI/ML Engineer and More Posts - FreeJobAlert.Com

NeGD Recruitment 2026 - Apply Online for Delivery Manager, AI/ML Engineer and More Posts  FreeJobAlert.Com

Business News - LatestLY

Business News  LatestLY

Q&A: A look at forward-deployed engineers, AWS style - Computerworld

Q&A: A look at forward-deployed engineers, AWS style  Computerworld

Top 15 AI Excel Tools Benchmarked - AIMultiple

Top 15 AI Excel Tools Benchmarked  AIMultiple

AI Text Generation: Top 17 Use Cases & 5 Case Studies - AIMultiple

AI Text Generation: Top 17 Use Cases & 5 Case Studies  AIMultiple

CUET PG LLB Cut Off 2026: Check Expected Cut off Marks - Careers360

CUET PG LLB Cut Off 2026: Check Expected Cut off Marks  Careers360

Securing the Age of AI: an interview with GCHQ - BCS, The Chartered Institute for IT

Securing the Age of AI: an interview with GCHQ  BCS, The Chartered Institute for IT

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles - Dailyhunt

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles  Dailyhunt

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles - Punjab Kesari English

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles  Punjab Kesari English

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles - ANI News

As Traditional SDE Hiring Slows, These 3 AI Programmes are best for a Career Switch to AI/ML Roles  ANI News

LiteLLM Vulnerability Chain: What Security Teams Running AI Gateways Need to Do Now - latesthackingnews.com

LiteLLM Vulnerability Chain: What Security Teams Running AI Gateways Need to Do Now  latesthackingnews.com

DU LLM Cutoff 2026: Round-wise Cut-Off Marks - Careers360

DU LLM Cutoff 2026: Round-wise Cut-Off Marks  Careers360

Top AI Tools and Platforms in 2026: Best Artificial Intelligence Tools for Productivity, Business, Coding & Content Creation - Analytics Insight

Top AI Tools and Platforms in 2026: Best Artificial Intelligence Tools for Productivity, Business, Coding & Content Creation  Analytics Insight

AI Is Finding “Invisible” Extinctions—But It Can Also Flood Conservation With Junk Data - greenworks.lu

AI Is Finding “Invisible” Extinctions—But It Can Also Flood Conservation With Junk Data  greenworks.lu

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI - Business Standard

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI  Business Standard

MHRA launches AI sandbox to improve medicines safety - Home | Digital Health

MHRA launches AI sandbox to improve medicines safety  Home | Digital Health

Top AI Tools and Platforms in 2026: Best Artificial Intelligence Tools for Productivity, Business, Coding & Content Creation - Analytics Insight

Top AI Tools and Platforms in 2026: Best Artificial Intelligence Tools for Productivity, Business, Coding & Content Creation  Analytics Insight

World Diagnostic and Measurement Devices - Market Analysis, Forecast, Size, Trends and Insights - IndexBox

World Diagnostic and Measurement Devices - Market Analysis, Forecast, Size, Trends and Insights  IndexBox

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI - Big News Network.com

Compunnel Launches AI Startup Incubator at Noida and New Jersey Facility, Invites Applications for Compunnel Ventures AI  Big News Network.com

Keysight joins Siemens partner programme to expand AI-driven testing for PLM systems - New Electronics

Keysight joins Siemens partner programme to expand AI-driven testing for PLM systems  New Electronics

Why SEO Is Becoming Increasingly Data-Driven - Big News Network.com

Why SEO Is Becoming Increasingly Data-Driven  Big News Network.com

AI stuck in pilot as banks lack data, governance and cloud readiness, says Maveric Systems’ CTO - CRN Asia

AI stuck in pilot as banks lack data, governance and cloud readiness, says Maveric Systems’ CTO  CRN Asia

Visa’s AI vulnerability framework signals a new era of continuous security testing - QA Financial

Visa’s AI vulnerability framework signals a new era of continuous security testing  QA Financial

Insiders warn banks are ‘sleepwalking’ into an AI governance failure - QA Financial

Insiders warn banks are ‘sleepwalking’ into an AI governance failure  QA Financial

Prostate Cancer Screening: Current Controversies and Future Directions - Cureus

Prostate Cancer Screening: Current Controversies and Future Directions  Cureus

Microsoft tests Windows AI tools on RTX GPUs - Technobaboy

Microsoft tests Windows AI tools on RTX GPUs  Technobaboy

AI's Profit Test: Which ASX Software Players Are Delivering? - Kalkine Media

AI's Profit Test: Which ASX Software Players Are Delivering?  Kalkine Media

Human-on-the-Bridge proposes scalable evaluation for AI agents - Let's Data Science

Human-on-the-Bridge proposes scalable evaluation for AI agents  Let's Data Science

Why the retry loop is usually the expensive part of agent work

Why agent failures become expensive once the runtime keeps retrying without proving anything changed.

Giving Coding Agents Better Test Memory

When I work with coding agents, I increasingly care about whether the project can preserve why an...

Building a Polymarket Trading Bot: Architecture, Execution, and Risk Management

How I built a real-time automated trading system that monitors BTC, ETH, SOL, and XRP...

A Company AI Flagged My Article As "Low Quality." I Ran the Numbers. Then I Ran Again.

A story about an AI content moderation system that flagged 347 posts since launch — and what...

We audited 14 side-project launches. Zero critical bugs, same quiet flaws.

Originally published on the Prufa blog. Five days ago we audited 49 Show HN launches and found that...

We audited 14 side-project launches. Zero critical bugs, same quiet flaws.

Originally published on the Prufa blog. Five days ago we audited 49 Show HN launches and found that...

Prompt Engineering for QA Engineers: The Four-Element Framework That Actually Works

QA engineers who are frustrated with AI tools are not using the wrong tool. They are writing the...

BrowserAct vs Playwright: Where Test Automation Hits Real-World Anti-Bot Friction (Hands-On Comparison)

You’ve built something with Playwright. It works perfectly in your local environment. CI is green....

How I Found Real Bugs in MoneyPrinterTurbo, CodeceptJS, and Magento — And Got Them Merged

How I Found Real Bugs in MoneyPrinterTurbo, CodeceptJS, and Magento — And Got Them...

Affordable Alternative to Hetzner for US Companies

On June 15, 2026, Hetzner published a price adjustment for their cloud instances. The CCX13, their...

The Playwright Playbook — Part 2: Network Interception — The Complete Guide

Master Playwright's most underused superpower — mock APIs, simulate failures, assert on real network calls, and record HAR files. Real TypeScript code throughout.

Automation Before Automation (ABA) — A Missing Phase in Modern Testing?

Software testing is usually described in two large categories: exploratory testing and automated...

Show HN: penguinAI – the c.ai alternative focused on privacy, no self-hosting

Ask HN: How do you stay at the bleeding edge of AI tooling?

HN is great, especially compared to reddit (unless i'm missing the best subreddits?), but even here there's comments from people who don't know how to ride a bike pontificating about...

Show HN: Ito – Code reviews that run code

I'm Evan and I made Ito.aiIt's code review that actually runs your code. The result is that it finds more bugs with a smaller false positive rate. You get screenshots, videos, and run log...

Show HN: Kintsugi – a local-first safety net for AI agents and humans

AI coding agents now run real shell commands on your machine — rm -rf, git push --force, DROP TABLE, dd, writes straight to disk. Almost always that's fine. The one time it isn't (a hallu...

The ongoing debacle of hiring a fake coworker

so, just had a guy ousted today in part due to my own judgment, as well as my boss'.this guy passed the interview rounds cleanly with decent answers -- I was in one, and I suspected something ...

Show HN: Satd – a Bitcoin full node in Rust

I'm Ben, and I've written a modern, independent implementation of the Bitcoin protocol in Rust. The primary problem I wanted to tackle was monoculture: the Bitcoin network and community h...

Ask HN: How is your company getting cited by ChatGPT?

What tools or strategies has your company been using to get referenced by ChatGPT/AI?As a small company in a large market, I'm hoping to learn what works when it comes to being an AI refe...

Show HN: AutomatiQ – Write Automations/Scrapers for any site, just by browsing

Hello HN,I would like to share my project: AutomatiQAutomatiQ is an Open-Source Reverse-Engineering AI Agent, that can write requests-based(no browser) automation/scraper scripts on its own, a...

Show HN: Camel Calculator – an AI reboot of the "how many camels?" joke

Show HN: Codify – Terraform for Dev Environments

Configuration as code for developer machines.The operation is similar to Terraform: plan + apply for making changes, and import + refresh for syncing system state back into the config. Codify opera...

Show HN: Opencom – an open-source Intercom alternative given the Salesforce deal

I built Opencom, an open-source alternative to Intercom for customer support chat, with knowledge-base and AI support, and mobile apps for push notifications etc.It includes a web widget, agent inb...

Show HN: GitHits Public Beta 0.9

Hi HN,I’m Olli-Pekka, co-founder of GitHits (and the creator of opencv-python package).GitHits is a CLI and local MCP server that gives coding agents access to the open-source code their projects a...

Show HN: Ensure actionable Google Forms responses using automatic feedback

Hi HN!Collecting form responses is one thing, but once you try to use them, a lot of them turn out to be unusable. Some are missing critical information or answering the wrong question (think but r...