ContextQA

Quality Debt vs Technical Debt Technical debt slows you down. Quality debt blows up in production. Most teams track the wrong one. What's bigger at your org? #QualityEngineering #TechnicalDebt #QualityDebt #TestingThursday

Great conversations this week at Magicball in Bangalore. Sharp questions from AI engineers and founders building real products. No pitches. Just honest talk about what's working and where quality fits in AI first world. Thanks to Magicball for bringing the community together.

Episode 12 is out now 🎙️ Quality Engineers as Risk Intelligence Experts Tatyana Arbouzova x Tanvi Mittal (Lead Quality Engineer, Financial Services) 🎧 Watch: youtube.com/watch?v=KT6_EC… #TheAgenticQuality #AIinTesting #ContextQA

ContextQA is heading to AIBoomi Annual '26 in Chennai! 🚀 The team you can spot on the floor: Chaitanya Deshpande – Director of QA Sudipa Chakraborty – Head of Sales Akash Shah – Team Lead 📍 Chennai | March 18–20 If you're around, let's connect. DM me 👋 #AIinTesting

Quality Engineers as Risk Intelligence Experts Tanvi Mittal joins Tatyana Arbouzova to discuss AI in financial systems, cutting regression time by 50%, and why QA is evolving into risk intelligence. Episode 12 drops soon.

Test automation frameworks should simplify testing. But when they don’t match how teams actually work, they create more chaos than structure. How modern teams approach frameworks ↓ contextqa.com/blog/explainin… #TestAutomation #QA #SoftwareTesting #ContextQA

The way engineers write code has changed. But how are teams actually shipping with AI? Every week, there's a new AI coding tool. GitHub Copilot. Claude Code. Cursor. Codeium. Gemini. The list keeps growing. Which AI coding tool does your team use most?

We're in Austin for CF House #SXSW 📷 Deep & Heet from ContextQA are live at Capital Factory. Come talk AI testing and grab swag. 📷 701 Brazos | 5–9PM #ContextQA #SXSW

Flaky tests aren’t the problem ,they’re the signal. If a test randomly passes and fails, it often points to deeper issues like unstable environments, timing bugs, or hidden system failures.Fix the instability, not just the test. #TestingThursday #TestAutomation #ContectQA

AI is probabilistic. Engineering is deterministic. Ronak Ray (VP @Forbes) joins Ep 11 to share how his team runs AI in production 60+ weekly deploys, 99.9% uptime. AI reviewing AI. Human oversight. Real lessons. Watch now 👇 youtu.be/g782hor248M #AgenticQuality #Forbes

Heading to Austin for Capital Factory House @ #SXSW2026! 🚀 Into AI testing or quality engineering? Let's connect. 🇨​​​​​🇴​​​​​🇲​​​​​🇲​​​​​🇪​​​​​🇳​​​​​🇹​​​​​ "🇲​​​​​🇪​​​​​🇪​​​​​🇹​​​​​" and we'll DM you. See you in Texas! 🤠 #ContextQA #SXSW #AITesting

AI in Software Delivery @ Forbes Ep 11 drops Mar 11 🎙️ We're joined by Ronak Ray (VP, Forbes) to discuss: • AI reviewing AI code • Probabilistic vs deterministic • Engineers → AI orchestrators Real lessons from production. Explore episodes 👉 contextqa.com/podcast

AI writes code in seconds. Who tests it? OpenAI, Claude, Cursor generate PRs fast. Fast code needs validation. ContextQA runs deterministic tests. Edge cases. Regressions. Caught before shipping. Write with AI. Ship with confidence. #ContextQA #AITesting

Shift Left, Shift Right, or Shift Smart? 🤔 The real win? Connecting both. Production insights → test strategy. Code changes → risk. Continuous feedback loops. Quality isn't more testing. It's better learning. #TestingThursday #ShiftLeft #ShiftRight #ContextQA

Ep 10 is live 🎙️ AI is making engineers faster. But faster does not mean better. Devashish Meena shares how multi-agent systems that disagree can improve code quality and reduce review fatigue. More code ≠ better systems. Watch now - youtube.com/watch?v=oxqQyo… #AIEngineering

🤖 AI makes engineers faster. But better teams? Episode 10 w/ Devashish Meena drops March 4. He's building AI agents that DISAGREE to improve code quality. "Anti-agents." Multi-agent PR reviews. More code ≠ faster shipping. 🔥 Curious? 🔗 contextqa.com/podcast/ #QA

@QAWolfHQ Playwright vs Cypress debate always comes down to: Cypress for simple, Playwright for complex. The auto-wait and parallel execution make a huge difference at scale. What scenarios are you seeing Playwright outperform?

The Playwright vs Cypress debate is sure to go on, but when it comes to testing complex workflows, Playwright is better than Cypress for QA Wolf and our customers. Read why 👉 hubs.ly/Q01VyG2x0

@housecor @playwrightweb The Cypress to Playwright REPL tool is genius! Migration friction is real - beyond syntax, it's rethinking waits and selectors. This helps teams see the benefits without the full commitment upfront.

Using Cypress, but wanna try Playwright? Here's a new handy REPL for converting Cypress tests to Playwright. 1. Paste your existing Cypress test on the left-hand panel. 2. On the right, it displays the equivalent @playwrightweb test. Handy. demo.playwright.dev/cy2pw/

@hackernoon That story about GitHub's agent fixing a flaky test in 11 minutes is wild! 'No human wrote code' but also 'no stack trace, just an outcome' - perfectly captures the shift to agentic testing. At ContextQA we've been building autonomous test healing for 2+ years.

GitHub's agent fixed my flaky test in 11 minutes. No human wrote code. But when it fails, instead of a stack trace, you get an outcome. - hackernoon.com/the-end-of-cic… #infrastructureascode #devops

Testing Thursday #18 Knowledge Dip-Freezer When system knowledge lives in people, not processes, stability becomes fragile. Document decisions. Capture edge cases. Turn tribal memory into repeatable quality systems. Quality scales when knowledge flows. #QualityEngineering