Mend.io launches System Prompt Hardening. The industry's first solution to secure the AI instruction layer. Detect, score, and fix prompt risks BEFORE production. Shift-left for AI security is here. #AISecurity #ShiftLeft #LLM

This short thread is all about #ShiftLeft #AI and how we can integrate these policy checks directly into the LLM's prompt context to prevent bad code before it is even written 🧵👇#PolicyAsCode #DevOps #CloudNative #PlatformEngineering #LLM #KuberneteLO

Stop paying the price for late fixes! Defects found later are exponentially more expensive to fix. Shift Left is essential: testing must start at the ideation phase, not at the end. Get the quality strategy you need. #ShiftLeft #DigitalQuality #SoftwareTesting

The only thing "right" about testing late is how wrong it always goes. AI ships code faster. Without Shift Left, you just ship bugs faster. Link to my books: buff.ly/D7IvpCZ #ShiftLeft #DevSecOps #CyberneticEnterprise

𝐓𝐞𝐬𝐭 𝐀𝐏𝐈𝐬 𝐭𝐡𝐞 𝐰𝐚𝐲 𝐮𝐬𝐞𝐫𝐬 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐭𝐡𝐞𝐦; 𝐞𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝, 𝐧𝐨𝐭 𝐢𝐧 𝐢𝐬𝐨𝐥𝐚�totalshiftleft.ai𝗺𝗼 and access a 𝗳𝗿𝗲��-𝘁𝗿𝗶𝗮𝗹. Visit: https://t.co/fXGGqHuLTZ #QualityEngineering #AIPowered #TotalShiftLeft https://t.co/UIpFhYcc6b

Security bolted on after launch costs 6x more to fix than security built in at design. "We'll handle it later" is the most expensive phrase in tech. Shift Left isn't optional anymore. → axialarc.com/cyber-resilien… #CyberResilience #ShiftLeft #AxialARC

🚨 Stop catching bugs late—start preventing them early. TAS Chennai | 24 Apr 2026 Learn predictive QA, API-first validation & smarter shift-left. 🎟lnkd.in/gbCcyTfHwD #ShiftLeft #QualityEngineering #TestAutomatioKp

If your product is a black box, compliance becomes a late stage scramble. Make data flows visible at source, then enforce policy with confidence. #ShiftLeft #DevSecOps #DataSecurity

QA team shifted left. Production defects dropped 60%. UAT cycles cut from 3 weeks to 5 days. Leadership response at budget review: Looks like we need less QA resource. Shift left worked. Nobody told the business how to read the results. #ShiftLeft #QA #QALeadership

🎯 Cuando tu código pasa CI/CD a la primera, es la validación máxima de tus prácticas: testing sólido, IaC impecable y contenedores consistentes. Ahorra horas de debugging y despliega con confianza. #DevOps #ShiftLeft #CICD #RoxsRoss0

🚨 You can automate tests. But can you measure what actually matters? Most teams track metrics… but miss real quality impact. 🎤 Bonginhlanhla Lushaba 📍 Johannesburg | 📅 16 April 2026 👉 Regislnkd.in/gWZpAe-BDik70 #TestAutomationSummit #SoftwareTesting #Shift78K9w

Big step forward for brand protection! Preemptive Domain Disruption identifies criminally controlled domains before they’re used – and takes them down early. From predictive signals to proactive takedowns. That’s the shift. eu1.hubs.ly/H0sKz-z0 #BrandProtection #ShiftLeft

Stream. Table. Context. The #ShiftLeft Architecture 2.0 adds MCP as the AI interface, giving agents live operational data via a real-time context engine. Kafka + Iceberg + MCP. #ApacheKafka #MCP #AgenticAI #AI

🚀 What if bugs never made it into your code? Alfred Lehabe (iOCO) on AI + shift-left at Test Automation Summit. 📍 Johannesburg 📅 16 April 2026 lnkd.in/gWZpAe-Bik70 #SoftwareTesting #AIinTesting #ShiftLrAvG

Big step forward for brand protection! Preemptive Domain Disruption identifies criminally controlled domains before they’re used – and takes them down early. From predictive signals to proactive takedowns. That’s the shift. eu1.hubs.ly/H0sJBXF0 #BrandProtection #ShiftLeft