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Adding advanced AI tools to a poor software development process can often make performance worse rather than better. Using the "Trombone Paradox," Emily Bache explains that just as a heavy instrument requires good physical posture, agentic AI requires a solid engineering "posture" to be effective. Key Topics Covered: - Why AI is a "code generation firehose" that can overwhelm downstream bottlenecks. - The difference between AI-written unit tests vs. TDD-driven tests. - How to use Claude Code agents and MCP tools for manual agentic testing. - Insights on the 30-50% speedup observed in AI-assisted coding. - Emily on X ➡️ https://x.com/emilybache Emily on LinkedIn ➡️ https://www.linkedin.com/in/emilybache/ Emily on bluesky ➡️ https://bsky.app/profile/emilybache.com Emily on YouTube ➡️ https://www.youtube.com/@EmilyBache-tech-coach Modern Software Engineering on X ➡️ https://x.com/ModernSoftwareX Modern Software Engineering on LinkedIn ➡️ https://www.linkedin.com/company/modern-software-engineering Modern Software Engineering on bluesky ➡️ https://bsky.app/profile/modernswe.bsky.social - ⭐ PATREON: Support Emily on Patreon here ➡️ https://www.patreon.com/EmilyBache Join the Continuous Delivery community and access extra perks & content! ➡️ https://bit.ly/ContinuousDeliveryPatreon 🎥 Join Us On TikTok ➡️ https://www.tiktok.com/@modern.s.engineering - CHANNEL SPONSORS: Octopus Deploy sets the standard for Continuous Delivery (CD), empowering software teams to deliver value in an agile way. Globally, more than 4,000 organizations rely on its Continuous Delivery, GitOps, and release orchestration solutions to deliver swift value to their customers. Octopus efficiently orchestrates software delivery across multi-cloud, Kubernetes, data centers, and hybrid environments, whether containerized modern apps or heritage applications. With governance, risk, and compliance (GRC) at its core, Octopus supports Platform Engineering teams in their mission to provide a superior developer experience (DevEx). Octopus also actively contributes to the developer community with open-source projects. ➡️ https://bit.ly/MSExOCTDEP Equal Experts is a product software development consultancy with a network of over 1,000 experienced technology consultants globally. They increase the pace of innovation by using modern software engineering practices that embrace Continuous Delivery, Security, and Operability from the outset ➡️ https://bit.ly/3ASy8n0 TransFICC provides low-latency connectivity, automated trading workflows and e-trading systems for Fixed Income and Derivatives. TransFICC resolves the issue of market fragmentation by providing banks and asset managers with a unified low-latency, robust and scalable API, which provides connectivity to multiple trading venues while supporting numerous complex workflows across asset classes such as Rates and Credit Bonds, Repos, Mortgage-Backed Securities and Interest Rate Swaps ➡️ https://transficc.com - #coding #code #softwareengineering #softwaredevelopment #softwaretesting #ai #codingwithai #softwaretesting #tdd